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Business
800 words
Individual Reflection on Group Research Presentation
This assignment is an individual written reflection based on a group research presentation completed for the Principles of International Business module. The assessment requires students to reflect on both the research topic explored by their group and the process of working collaboratively to develop and deliver the group presentation. The reflection has a word count of 800 words and should demonstrate thoughtful consideration of the student's individual experience, contribution and learning. The first part of the reflection introduces the research topic investigated by the group. Students are expected to provide a concise summary of the subject explored and establish the context for their reflection. This provides an opportunity to explain the focus of the group's research and the main area investigated. The second area focuses on the group project experience. Students should reflect on their own contribution to the group presentation and evaluate how effectively the group collaborated. The reflection should consider aspects of teamwork such as communication, presentation, time management and conflict resolution. Students should also discuss what they learned from undertaking the research project, including critical reading and thinking, development of the research topic, data collection and analysis, and the process of making recommendations. Importantly, the reflection should include at least one specific example of how a problem was identified and resolved during the group process. The final area focuses on research skills development. Students should identify the research skills they developed while conducting the chosen research topic and provide examples of how these skills were applied during the group research project. They should also discuss challenges encountered while completing the project and explain how they addressed or overcame those challenges. Overall, the assignment is designed to encourage students to critically reflect on their group research and presentation experience, rather than simply describe what happened. It provides an opportunity to consider individual contributions, teamwork, research capabilities, problem-solving and personal learning gained through the project. The assessment therefore combines reflection on the international business research topic with evaluation of collaborative working and the development of research skills.
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Operating Systems and Networks
2,000 words
Security of Operating Systems and Networks
This individual assignment for the Operating Systems and Networks module focuses on the security of operating systems and computer networks within a business environment. The assessment requires students to produce a professional technical report of approximately 2,000 words, supported by appropriate images demonstrating practical steps and testing activities. The assignment assesses students' knowledge and understanding of operating system and network security threats, vulnerabilities, testing approaches and practical security solutions. It also addresses the ability to develop and write complex scripts to solve problems relating to operating systems and computer networks. The assignment is based on a business scenario involving Net-Tech, a small and medium-sized technology-services enterprise. The organisation is developing a web server to provide its website to customers and is concerned about the security of the proposed system. Key concerns include operating system attacks such as buffer overflow attacks, as well as network threats involving hackers and phishing. Students are required to investigate, design and experiment with the features and functions of a web server and assess the security landscape so that appropriate security requirements can be identified. As part of the practical work, students must create a prototype Net-Tech network test rig. This involves creating two users, including a superuser and a standard user, applying appropriate baseline security, installing relevant software and security tools, conducting security tests and writing scripts to automate repetitive tasks. Students must document assumptions and parameters used in their implementation and may also make recommendations for further security measures and database-driven website functionality. The report covers several stages of the security assessment. The introduction establishes the business scenario, assumptions, aims, objectives, deliverables, available skills and resources, constraints and project scope. The background research examines common vulnerabilities, security threats, risk models, testing approaches and attack or testing tools, together with relevant legal, organisational, ethical, social and professional considerations. The pre-engagement stage focuses on setting up a suitable Linux or Kali Linux testing environment and developing a justified test plan. The engagement stage requires practical investigation of operating-system and network security. Areas include user authentication, file and directory permissions, protection against stack overflow attacks, network weaknesses, operating-system discovery, firewall configuration, listening ports, network statistics, denial-of-service prevention and script-based automation. The final post-engagement section requires students to summarise their work, identify deductions and limitations, propose mitigation measures and recommendations, and provide a self-reflection. The assessment is aligned with learning outcomes relating to understanding network security threats and developing software or scripts to solve problems in operating systems and computer networks. Students are expected to use relevant sources, reference them appropriately and include a bibliography. Practical tools such as Wireshark are specifically identified in the assignment brief, and the work should demonstrate appropriate testing methodology and security practices.
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800 words
Individual Reflection on Group Research Presentation and Research Skills Development
This assessment is an individual 800-word reflective piece that requires students to reflect on their experience of completing a group research project and delivering a group presentation. The reflection focuses on the research topic explored by the group, the student's individual contribution to the presentation, the effectiveness of group collaboration, the development of research skills and the challenges encountered throughout the research process. The reflection begins with an introduction to the research topic investigated by the group. Students are expected to provide a concise summary of the topic explored and establish the context for their subsequent reflection. The discussion should demonstrate an understanding of the research undertaken by the group and provide a clear foundation for evaluating the student's experience. The second area focuses on the group project experience. Students should describe their individual contributions to the group presentation and critically reflect on how effectively the group worked together. The reflection should consider aspects of teamwork such as communication, presentation skills, time management and conflict resolution. Students should also identify what they learned from both the teamwork process and the research project, including areas such as critical reading and thinking, research topic development, data collection and analysis, and making recommendations. At least one specific example of how a problem was resolved during the group process must be included to demonstrate practical reflection on the team's experience. The third area focuses on research skills development. Students should identify the research skills they developed while conducting the chosen research topic and provide specific examples of how these skills were applied during the group research project. The reflection should also discuss challenges experienced while completing the research and explain how those challenges were addressed or overcome. Overall, the assessment requires students to move beyond simply describing what happened and provide meaningful reflection on their learning and development. The reflection should demonstrate how participation in the group research project contributed to the development of teamwork, communication, research, analytical and problem-solving skills. It should also consider how these skills can support future academic and professional activities. The assessment is marked using four criteria: presentation and structure of the reflection, breadth and depth of reflection, research skills development, and group presentation experience. The rubric allocates 10 points to presentation and structure, 30 points to breadth and depth of reflection, 40 points to research skills development and 20 points to group presentation experience, for a total of 100 points. The assessment instructions also state that students must not use AI tools for the assignment.
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Operations and Supply Chain Management
2,000 words
Operations and Supply Chain Management – Individual Reflective Report
This assessment is an individual 2,000-word reflective report for the Operations and Supply Chain Management module at De Montfort University. The report requires students to reflect critically on their experience of completing Assessment One and to demonstrate how their learning developed throughout the project. The assessment focuses on reflective practice, application of relevant theories, critical analysis of team and project experiences, and the development of an action plan for future professional practice. The report begins with an introduction explaining why reflection on practice is important and connecting reflective practice to relevant learning theories where appropriate. Students are required to identify the particular areas they will focus on within the report and explain why these areas are important and interesting to explore. This section establishes the purpose and scope of the reflection and provides a foundation for the critical discussion that follows. The main body should use appropriate sub-headings to organise the discussion into different areas. Students should explain how the team collectively established specific approaches relating to the topics selected in Assessment One. The report should then examine how the approach changed as the project progressed and connect these changes to relevant theories. Both successful and unsuccessful aspects of the project should be critically considered, rather than simply describing what happened. Detailed examples from the situation analysis and problem-solving components of Assessment One should be used to support the arguments and demonstrate meaningful reflection. The report should demonstrate critical understanding of operations and supply chain management issues, including the ability to critically appraise and adapt to tangible, intangible and information-related aspects of the global supply chain. It should also reflect on capacity planning and process design decisions relating to the production of goods and services. The emphasis is on connecting practical project experience with relevant academic concepts and theories. The conclusion should identify the key learning points gained from the project process and the consultancy presentation. Students should reflect on how these experiences have contributed to their knowledge, skills and professional development. The final part of the report should present a clear action plan explaining how the learning gained from the project will be taken forward into the student's future career. The assessment is worth 30% of the module and has a required length of 2,000 words, with an accepted range of 1,800–2,200 words. Assessment criteria include introduction and rationale, application of theory and concepts, critical analysis and evaluation, conclusion and action plan, and academic skills including Harvard referencing, source quality and quantity, structure and presentation.
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Leadership in a Digital Age
4,000 words
Leadership in a Digital Age: Leadership Strengths and Development Needs
This individual assessment for the Leadership in a Digital Age module requires students to produce a 4,000-word report that critically analyses their leadership strengths and development needs within the context of the digital age. The assessment places particular emphasis on critical reflection, self-awareness, contemporary leadership theory and continuous professional development. Students are expected to apply relevant leadership models and frameworks, use evidence from diagnostic assessments and connect their personal development to the skills and behaviours required of effective digital leaders. The report is structured into five main sections. The first section critically reviews contemporary leadership models and theories in relation to digital leadership. Students are expected to select two or three relevant leadership theories, explain their key principles and critically evaluate their relevance to digital leadership traits and characteristics. The assessment encourages the selection of contemporary approaches rather than outdated leadership theories and requires students to demonstrate clear links between theory and the demands of leading in digitally changing environments. The second section focuses on self-analysis. Students identify relevant digital leadership traits and conduct a thorough evaluation of their own leadership characteristics using a range of diagnostic tools. The assessment identifies tools covering temperament, workplace culture, motivation at work, emotional control and management skills, together with other available university diagnostic assessments. Students should report and interpret their results and use the findings to develop a personal SWOT analysis focused specifically on digital leadership strengths and areas requiring development. The third section examines leadership capabilities and behaviours when leading a hybrid, multi-generation team. Students should consider themselves working as a digital leader responsible for such a team, identify potential challenges and propose appropriate solutions. The discussion should evaluate how leadership capabilities and behaviours can be applied in practice or within a future role. Particular attention must be given to the ethical, social and legal responsibilities of digital leaders towards team members. The fourth section critically evaluates how artificial intelligence can support digital leadership and accelerate organisational digital transformation. Students should use a workplace example to demonstrate how emerging technologies such as machine learning, predictive analytics, intelligent automation or generative AI could improve operations, decision-making or innovation. The analysis should consider organisational benefits as well as the resources required to implement and sustain AI-driven transformation, including data infrastructure, skills and partnerships. The final section requires a Personal Development Plan based on the findings from the earlier analysis. Students should identify personal development objectives that demonstrate their ability to develop the competencies required of an effective digital leader. The plan should establish future leadership goals, learning activities, measurable success criteria and realistic timescales. Overall, the assessment requires students to integrate leadership theory, self-awareness, digital transformation, AI, team management and continuous professional development into a coherent critical analysis of their leadership development.
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Principles of Management
5,000 words
Critical Analysis of Management Practices at Apple Inc.
This assessment is a 5,000-word individual management report examining the management theories, concepts, practices and functions of Apple Inc. The report is written from the perspective of a business consultant and is intended to provide senior management with a critical evaluation of Apple's current management practices and recommendations for changes that could improve organisational success. The assessment integrates academic management theories with the practical context of a contemporary global organisation and also requires students to reflect on their own management competencies and future career development. The first part of the report critically evaluates the management theories, concepts and practices currently used by Apple Inc. Students must explain how management contributes to Apple's success and creates organisational value, supported by appropriate academic literature, case study evidence and independent research. The assessment specifically requires consideration of the four philosophies of the Competing Values Framework and one additional relevant management theory. Students are expected to select an appropriate theory rather than attempting to apply every available management theory. The second part evaluates management as a value-adding universal activity within Apple's global business environment. Students must examine how Apple has adapted its strategies and management approaches at global, national and local levels. Frameworks such as LoNG-PEST or Porter's Five Forces may be used to analyse the external environment. The analysis should identify one global factor that creates an opportunity and one that presents a threat to Apple and explain where management can add further value. The third part critically analyses the key principles and functions of management, including planning, organising, leading and controlling. Students must identify one internal challenge faced by Apple in response to current or expected environmental changes and evaluate how management functions can be applied to address it. An appropriate academic model, such as Value Chain Analysis, VRIO or Mendelow's Matrix, should be used to justify the selected challenge and support the analysis. The fourth part focuses on critical reflection and personal skills development. Students must complete a Personal SWOT analysis, identify three career-related development objectives and prepare a Skills Development Plan covering the required competencies, resources and support, methods of achievement, measures of success and target review dates. A 500-word Reflective Statement must then critically reflect on the student's own management competencies and learning during the module. The reflection should be written in the first person and use an appropriate model such as Borton's, Kolb's, Maslow's or the GROW model, with particular attention to self-management, problem-solving and decision-making. The report should conclude by summarising the recommended changes that Apple should implement to improve its success. The main body is structured around an introduction, four assessment tasks and a conclusion, with the indicative allocation being 100 words for the introduction, 1,200 words for each task and 100 words for the conclusion. Tasks 1–3 should be written in the third person using an academic style, while Task 4 should use the first person. The submission must use Harvard referencing, appropriate academic sources, professional formatting and correctly labelled tables and figures.
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Academic and Employability Skills and Research Methods and Masters Dissertation
1,800 words
Personal Development Plan: Academic, Employability and Career Development
This assessment requires students to develop a Personal Development Plan (PDP) related to their chosen field of work and future career pathway. The assignment is designed to support the development of academic, employability, professional and research-related skills while encouraging students to critically reflect on their current capabilities and identify areas for further development. The assessment consists of three interconnected components presented together as one document. The first component is a 750-word academic report that critically evaluates employment and entrepreneurial opportunities within the student's chosen field of work. Students are expected to use a range of relevant academic and professional sources to investigate the knowledge and skills required for their chosen career area, available employment opportunities, entrepreneurial opportunities and the challenges associated with the field. The chosen field must be clearly related to the student's study pathway specialism. The report should be presented in an appropriate academic structure, including an introduction and conclusion. The second component is a 750-word self-analysis and action plan. Students are required to critically reflect on their own strengths and weaknesses in relation to their chosen field of work or career path. The reflection should be supported by relevant academic and professional literature and should demonstrate awareness of personal qualities, employability requirements and areas requiring further development. Students must identify three specific action points for personal development that will enhance their readiness for their career goals. The third component is a portfolio of completed tasks, included as appendices to the assessment. These tasks provide evidence of the student's development and include activities relating to the chosen field of work, report planning, self-analysis and a SMART action plan. Evidence of completed tasks and Turnitin submission receipts is also required. The assessment encourages students to develop awareness of their personal strengths and weaknesses, engage in continuing self-development and build the skills required for employment and career progression. It also relates to research, employability and entrepreneurship competencies, including knowledge of hard and soft skills, systematic planning, critical analysis, professional development, ethical awareness, self-direction and independence. The complete assessment has a 1,500-word limit with a permitted variation of plus or minus 10%. Part 1 and Part 2 each contribute 40%, while the portfolio tasks contribute 10% and professional presentation contributes 10%. The assignment should be submitted as one professionally presented document and follow APA style guidelines.
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Network Systems and Administration
2,500 words
Automated Container Deployment and Administration in the Cloud
This assessment focuses on the practical application of network systems administration, cloud infrastructure and automation technologies. The assignment requires students to design and implement an automated deployment process for a server running a Docker container on a cloud platform such as AWS, Azure or GCP. The assessment develops practical understanding of infrastructure automation, configuration management, containerisation and continuous integration and continuous deployment (CI/CD). The project requires the integration of at least two automation tools from technologies such as Terraform, AWS CloudFormation, Ansible, Azure DevOps, GitHub and GitHub Actions. The first stage involves provisioning the required cloud infrastructure, including a server instance, networking components and appropriate security configurations. Students must provide Terraform scripts, CloudFormation templates or equivalent infrastructure-as-code configurations together with an architecture diagram showing the deployed resources. The second stage focuses on configuration management. Ansible or an equivalent automation tool is used to configure the server environment, including installing and configuring Docker and ensuring that the required services start automatically. Students must provide the relevant playbooks or configuration scripts and a README explaining the overall automation flow. The assessment then requires students to containerise a sample web application using a Dockerfile and automate the deployment of the resulting Docker container to the provisioned cloud server. A CI/CD pipeline must also be implemented using Azure DevOps or another suitable CI/CD platform. The pipeline should automatically build and deploy the Docker container whenever changes are pushed to a version-control repository such as GitHub. The final stage requires comprehensive technical documentation and reflection on the complete automation process. Students must document the different phases of deployment, explain the rationale for the selected tools, discuss alternative solutions and identify the challenges encountered and how they were addressed. The final report must include a detailed architecture diagram, a GitHub repository containing the required scripts and configurations, and a working link to a demonstration video of the end-to-end deployment. The technical report should be approximately 2,000–2,500 words and include a title page, summary, introduction, main content, conclusions, references and appropriate appendices. The report should use Times New Roman 12-point font with 1.5 line spacing, clear headings, diagrams or flowcharts where appropriate, and Harvard referencing. The assessment is evaluated through the demonstration, report quality and reusable deployment artifacts, with the marking scheme allocating 40% to the demo, 50% to report quality and 10% to artifacts.
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International Business Strategy
250 words
Individual Reflection on Case Study Discussion – International Business Strategy
This assignment is an individual reflective assessment for the International Business Strategy module. It focuses on developing students’ ability to critically reflect on their learning experiences and identify how learning from classroom discussions can improve their future academic and professional performance. The assessment is based on a Case Study Discussion undertaken during one of the teaching weeks from Week 5 to Week 8. Students are required to select one of the case studies discussed during the relevant seminar sessions and reflect on their learning from the discussion. The case-study discussions provide an opportunity to explore important issues in the business world, apply concepts introduced through Canvas preparation and face-to-face teaching, and exchange ideas with tutors and peers. The reflection therefore connects theoretical knowledge with practical business situations and encourages students to consider how strategic management concepts can be applied to real-world organisations. The reflective task requires students to explain the topic and case study discussed during their selected week, identify what they learned from the discussion, and consider how the experience helped them develop their ability to apply theories to their chosen company. Students should also reflect on their key takeaways, what went well during the discussion, challenges they encountered, and what they would change if they were to repeat the experience. The reflection should be between 150 and 250 words and should use an appropriate reflective framework, such as Gibbs' Reflective Cycle or Kolb’s Experiential Learning Cycle, to structure the discussion. Harvard referencing should be used where applicable. The assessment develops critical reflection, strategic thinking, international business understanding and the ability to connect academic concepts with practical business cases. The assessment is worth 15% of the module and is submitted through Canvas. The marking criteria consider the quality of reflection, critical analysis, personal learning insights, presentation and structure, intellectual curiosity, referencing, content and discussion.
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Research Methods / Project Management / Computer and Information Sciences
3,000 words
Critical Literature Review in Research Methods and Project Management
This Research Methods and Project Management assessment develops students’ ability to search for, evaluate, critically analyse and synthesise academic literature within a computing or information-science research area. Students work within an allocated group to conduct a structured literature search and critically evaluate research papers relevant to an assigned theme, before using the combined group literature corpus to produce an individual literature review. KF7028 - Assessment 1 - Semeste… Each group member must identify and critically analyse a minimum of five academic papers using the supplied Critical Paper Summary template. These individual summaries are then combined into a single group document and shared so that all team members can use the collective body of research. The quality of this component depends on the relevance and academic quality of the selected papers and the depth of critical evaluation rather than simple description. KF7028 - Assessment 1 - Semeste… The main individual component is a 3,000-word critical literature review, worth 60% of the assessment. Students must use the literature identified and summarised through the group activity and critically discuss the research associated with their allocated topic. The review should synthesise the literature into a coherent discussion rather than presenting disconnected paper summaries, demonstrating criticality, clear structure and effective academic writing. KF7028 - Assessment 1 - Semeste… A further 20% is awarded for an individual research and meeting log, maintained through Blackboard. Students are expected to record their research progress, contribution to the group, approach to collaboration and reflections on the literature-review process. Stronger logs demonstrate detailed evidence of active participation, reflective insight and professional collaboration rather than merely listing completed tasks. KF7028 - Assessment 1 - Semeste… KF7028 - Assessment 1 - Semeste… The assessment directly evaluates the ability to apply project-management principles to a computing-related research activity and to search, evaluate and develop a critical literature review. Wider module outcomes also emphasise research techniques, data and information analysis, professional research practice, ethics, risk, legal issues, societal considerations and sustainability. KF7028 - Assessment 1 - Semeste… The marking structure allocates 20% to the combined critical paper analysis, 20% to the research/meeting log and 60% to the individual literature review. Higher-performing work is expected to use high-quality and directly relevant academic sources, demonstrate strong critical analysis, synthesise evidence across the research theme, maintain a professional academic structure and apply accurate Harvard referencing throughout. KF7028 - Assessment 1 - Semeste… KF7028 - Assessment 1 - Semeste… Important for the public Reference Library: the brief states that ChatGPT or other AI tools must not be used to generate text or fill in assessment-template sections. Any AI use that supports the work or thinking must be declared, referenced and accompanied by a prompt log in an appendix. Therefore, this entry should be used only as a high-level public description of the assessment rather than as directly submissible student content. KF7028 - Assessment 1 - Semeste…
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Enterprise Business Start-up: Sustainable Business Plan, Fundraising Strategy and Entrepreneurial Reflection
Entrepreneurship, Business Start-up, Business Plan, Business Idea, Innovation, Sustainable Business, Market Gap, Market Research, Competitor Analysis, Customer Segmentation, Customer Profiles, Product Development, Marketing Strategy, Marketing Communications, Business Model, Costing, Pricing Strategy, Sales Forecasting, Revenue Model, Financial Planning, Founding Team, Core Competencies, Fundraising Strategy, Venture Capital, Angel Investment, Entrepreneurial Tendency, GET Test, Entrepreneurial Self-Assessment, Start-up Finance, Business Pitch
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Entrepreneurial Marketing
Entrepreneurial Marketing Business Idea Pitch: Market Opportunity, Value Proposition and Venture Viability
This Entrepreneurial Marketing assessment requires students to identify, research and present an entrepreneurial business idea that either addresses an identified customer need or exploits a recognised market opportunity. The idea may involve a new product or service and can be developed either as a personal start-up opportunity or as a new business proposition for an existing organisation. CW1 Business Idea Pitch Present… Students are expected to construct a concise business case around four core elements: the proposed business idea, the identified need or opportunity and resulting value proposition, an overview of the relevant market, and an appropriate entrepreneurial marketing strategy. The pitch should demonstrate how the proposed offering creates value and why the opportunity is commercially credible. CW1 Business Idea Pitch Present… The assessment provides three presentation routes. Students may deliver the pitch live to a panel, submit a five-minute narrated PowerPoint with a recorded response to the question of why the idea is strong, or submit the narrated presentation while also participating in the live Business Ideas Showcase. CW1 Business Idea Pitch Present… Students are expected to prepare approximately 6–10 PowerPoint slides, use in-text citations when external evidence is presented, and include a reference slide. The pitch should be concise, professional and supported by appropriate market research and business evidence. CW1 Business Idea Pitch Present… The marking criteria assess presentation and professionalism, verbal delivery, innovation and value proposition, market research and analysis, entrepreneurial marketing strategy, and overall business-case viability. Each of the main analytical components carries substantial weighting, with market research, marketing strategy, innovation and viability each contributing significantly to the final result. CW1 Business Idea Pitch Present… Overall, the assessment integrates opportunity recognition, value proposition development, market analysis, entrepreneurial marketing, venture viability and professional pitching skills within a practical start-up or business-development context. The brief specifies Cite Them Right Harvard referencing. CW1 Business Idea Pitch Present… 2) CW2 – Reflective Essay Field Content to enter Title Reflective Analysis of Entrepreneurial Capabilities, Product Development and Network-Based Opportunity Creation University University of Hertfordshire Subject Entrepreneurial Marketing / Entrepreneurship / Reflective Practice Module name Entrepreneurial Marketing Academic level Masters / Postgraduate Academic year 2025–2026 Assignment type MS Reflective writing Reference style Harvard Word count 1,000 words ±10% Amount (₹) Enter your internal project amount Key topics Entrepreneurial Marketing, Entrepreneurial Capabilities, Entrepreneurship, Reflective Practice, Product Development, Service Design, Opportunity Recognition, New Product Development, Teamwork, Networking, Business Start-up, Entrepreneurial Potential, Intrapreneurship, Personal Development, Business Application, Reflexive Practice, Entrepreneurial Confidence, Capability Development, Recommendations, Professional Reflection The assessment is an individual 1,000-word reflective essay worth 30% of the module. CW2 Reflective Essay (Individua… Assignment overview — ready to paste This Entrepreneurial Marketing reflective assessment requires students to critically evaluate their own entrepreneurial and intrapreneurial capabilities using learning from the module together with relevant life and work experience. The essay should use appropriate academic theories and frameworks to identify key strengths and development areas and make clear recommendations for improving future entrepreneurial potential. CW2 Reflective Essay (Individua… A major element of the reflection concerns the principles involved in designing a new product or service to meet an identified need. Students are expected to consider how entrepreneurial ideas are developed, how opportunities are recognised and how entrepreneurial capabilities influence the process of converting an idea into a viable proposition. CW2 Reflective Essay (Individua… The assessment also requires critical reflection on the importance of teams and networks in developing business-start-up opportunities and designing new services. The module learning outcomes emphasise the role of collaborative performance, networking and reflexive practice in strengthening entrepreneurial confidence and capability. CW2 Reflective Essay (Individua… Students should move beyond simple personal description and critically analyse their capabilities with reference to academic evidence. At least five academic references are required, and the work should use Cite Them Right referencing. CW2 Reflective Essay (Individua… The marking scheme allocates equal weighting to five areas: presentation, structure and reflective style; content and findings; intellectual curiosity and business application; critical analysis; and recommendations, with each area worth 20%. CW2 Reflective Essay (Individua… Overall, the assessment integrates self-reflection, entrepreneurial capability analysis, product and service design, team and network performance, academic theory and personal development planning. Its purpose is to demonstrate how reflective learning can support stronger entrepreneurial judgement, confidence and future business practice. The brief requires Cite Them Right Harvard referencing. CW2 Reflective Essay (Individua…
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International Business / Strategic Management
200 words
Individual Reflection on Tencent’s Strategic Reorganisation and International Business Strategy
This International Business Strategy assessment is an individual reflective exercise based on a case-study discussion undertaken during Weeks 5–8 of the module. Its purpose is to develop students’ ability to critically reflect on learning experiences and use that reflection to improve future academic and professional performance. Students participate in approximately 30-minute seminar discussions in which theoretical concepts from the module are applied to real-world business cases with tutors and peers. IBS-0901-2025-+Reflection2-Ref For this entry, the selected case is Tencent: “third time lucky?”. The case examines how Tencent evolved from a Chinese instant-messaging company into a major technology group spanning messaging, gaming, entertainment, investment and cloud services. It focuses particularly on three major organisational reorganisations undertaken in 2005, 2012 and 2018 as the company attempted to address increasing organisational complexity, coordination problems, changing technologies and new strategic priorities. The 2005 restructuring responded to Tencent’s growing scale by dividing the organisation into major business and platform-development groups. By 2012, further growth and the success of products such as WeChat had created new organisational complexity, leading to a structure organised around seven distinct business groups. The case highlights that this arrangement subsequently contributed to a “silo culture”, creating difficulties in sharing ideas, data, code and customers across business units. The 2018 reorganisation responded to a strategic shift toward the “industrial internet”, including greater emphasis on cloud services, business-to-business solutions and digital transformation. Tencent reorganised around six major groups, including Cloud and Smart Industries, Platforms and Content, Interactive Entertainment, Corporate Development, WeChat, and Technology and Engineering, while also establishing a technical committee intended to improve internal coordination and data sharing. The case asks students to consider both the strategic rationale for each restructuring and whether the 2018 changes adequately addressed Tencent’s organisational challenges. The reflection itself must be between 150 and 250 words. Students should explain what the week’s topic and case study were about, what they learned from the discussion, how the conversation helped them apply theory to their final report, and what key insights they gained. They should also reflect on what went well, what challenges were encountered and what they would change if repeating the session. At least one reflective framework, such as Gibbs’ Reflective Cycle or Kolb’s Experiential Learning Cycle, must be applied. IBS-0901-2025-+Reflection2-Ref The wider learning outcomes emphasise strategic management theory, internationalisation, internal and external environmental influences, critical analysis of international organisations and the use of analytical tools to evaluate strategic options. The task therefore combines strategic thinking, international business analysis and reflective professional development. IBS-0901-2025-+Reflection2-Ref The accompanying Tencent case specifically asks students to consider why each major reorganisation occurred, whether the 2018 restructuring adequately addressed Tencent’s challenges, and what additional “hard” and “soft” implementation measures might have been necessary. Case+study+7
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Entrepreneurship / Leadership and Management
3,500 words
Entrepreneurial Practice: Strategic Analysis, New Venture Development and Professional Reflection
This individual Entrepreneurial Practice assessment requires students to critically analyse a real organisational issue using one of the approved employer case studies and develop an entrepreneurial business proposal aligned with the organisation’s needs. The complete assessment is structured as a 3,500-word-equivalent portfolio consisting of a written report, briefing notes, a narrated PowerPoint presentation and a professional reflection. Entrepreneurial Practice Assign… Task 1 is a 1,500-word organisational analysis worth 30% of the marks. Students critically examine the challenges facing the selected organisation using appropriate strategic-analysis tools. They must also evaluate the organisation’s leadership models and communication strategies and assess their impact on employees, organisational culture and performance. The section concludes with three justified recommendations intended to improve organisational performance. Entrepreneurial Practice Assign… Task 2A consists of 1,000-word briefing notes focused on a proposed entrepreneurial venture. Students critically appraise the stages of entrepreneurial practice from idea generation through to delivery, including the benefits of the proposed venture and suitable funding sources. The task also requires analysis of business risk-management strategies and critical evaluation of the entrepreneurial traits, characteristics, skills and competencies needed to position the proposed venture strategically. Entrepreneurial Practice Assign… Task 2B converts the business proposal into a short narrated PowerPoint pitch. The presentation communicates the rationale and organisational benefits of the business idea, funding opportunities, key risks and mitigation approaches, and the entrepreneurial competencies needed for successful implementation. The intended audience includes employees, managers, senior management and the Board of Directors, so professional communication and persuasive presentation are important. Entrepreneurial Practice Assign… Task 3 is a 500-word personal and professional reflection based on an area of the CMI Code of Conduct and Practice. Students may use reflective frameworks such as Gibbs, Kolb, Rolfe or Burton and explain how the selected professional principle applies to their current or future career. Entrepreneurial Practice Assign… Overall, the assessment integrates strategic analysis, leadership, entrepreneurship, venture development, funding, risk management, professional communication and reflective practice. Overview word count: approximately 360 words. AI-use note: the assignment is classified as AI Amber. AI may be used only within the permitted support categories, and students must disclose which AI tools were used and briefly explain how they were used. Entrepreneurial Practice Assign… Important for your public Reference Library: the brief explicitly states that the document and its case-study materials must not be passed to third parties or posted on any website or social-media platform. Therefore, do not upload this assessment brief itself publicly. Only publish the finished student work if you have the right to do so and it does not reproduce restricted case-study material. Entrepreneurial Practice Assign… Entrepreneurial Practice Assign…
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Strategic Management / Sustainability / Responsible Leadership
2,500 words
Organisational Strategy and Sustainability: Strategic Evaluation of Engineers & Planners Company Ltd
This Consultancy Project Proposal assessment requires students to develop a professional and feasible research proposal addressing a current organisational issue or business challenge affecting an existing organisation. The work combines critical business analysis with research design, secondary-data methodology, ethics and visual communication through an accompanying one-page digital poster. MSc Management Summative Assess… The first task requires students to introduce the selected organisation and critically examine between one and three current challenges. The discussion must be evidence-based and supported by recent sources. Stronger work should connect the identified issues to current affairs, recent news, Sustainable Development Goals and relevant academic or company evidence. MSc Management Summative Assess… The second task requires development of a clear research aim, three objectives and, for stronger submissions, one or two research questions. Students must demonstrate awareness and application of research methodology using secondary research only, while incorporating both qualitative and quantitative approaches. The research design should be directly connected to the selected organisational challenges. MSc Management Summative Assess… The third task focuses on the research plan and ethical considerations. Students must explain ethical issues associated with secondary-data collection and support the discussion using credible literature. The accompanying poster should present a coherent research plan and demonstrate effective data-analysis and data-presentation skills through relevant graphs, charts, tables or descriptive statistics. MSc Management Summative Assess… The fourth task assesses the student's ability to critically organise and synthesise information into a coherent proposal. The written report should use recent, credible sources, while the poster should include a short reflection on challenges encountered when synthesising evidence for the proposed study. MSc Management Summative Assess… The report must be written in the third person and use Harvard referencing. The proposed structure allocates approximately 150 words to the introduction, 400 words to the challenge discussion, 150 words to the research aim and objectives, 500 words to methodology, 200 words to ethical considerations and 100 words to the conclusion. The digital poster has no formal word count but must fit on a single A4 page and use a readable 10–12 point font. MSc Management Summative Assess… MSc Management Summative Assess… Overall, the assessment develops skills in consultancy problem definition, research design, secondary-data analysis, mixed-method thinking, ethical research practice, critical synthesis and professional visual communication.
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Business Management / Consultancy / Strategic Management
5,000 words
Business Consultancy Project: Strategic Analysis, Stakeholder Evaluation and Evidence-Based Recommendations
This Business Consultancy Project assessment requires students to produce a professional 5,000-word consultancy report addressing a strategically important issue, challenge or problem facing a client organisation. The project must normally continue from the topic and client proposed in the earlier Consultancy Project Proposal, ensuring continuity between the proposal and final consultancy work. The assessment is designed to replicate professional consultancy practice through independent research, critical analysis and the development of actionable recommendations. Copy of Apr 25 Onwards brief_EE… Copy of Apr 25 Onwards brief_EE… The report begins with an Executive Summary, followed by an introduction and company/client overview. Students must define one clear business problem, establish the overall project aim and purpose, and specify the consultancy focus, which may relate to areas such as strategy, human resources, marketing or sustainability. The selected issue should be clearly connected to the organisation’s wider strategic and industry context. Copy of Apr 25 Onwards brief_EE… A dedicated Stakeholder Analysis section requires identification and evaluation of internal and external stakeholders. Students must assess stakeholder interests, influence, expectations, conflicts and power relationships, and are encouraged to apply a framework such as Mendelow’s Matrix. The purpose is to show how stakeholder dynamics influence the consultancy problem and the feasibility of proposed solutions. Copy of Apr 25 Onwards brief_EE… The largest section is Data Analysis and Framework Application, where students critically evaluate secondary evidence and apply two or three relevant management frameworks. Suitable approaches may include SWOT, PESTLE, Porter’s frameworks and the Balanced Scorecard. The analysis should incorporate credible company and industry evidence, Excel outputs, tables or charts where relevant, and connect patterns in the data to strategic, operational or HR implications. Ethical and sustainability considerations should be embedded where appropriate. Copy of Apr 25 Onwards brief_EE… The project concludes with three prioritised and evidence-based recommendations. Recommendations should be practical, justified, risk-aware and linked directly to the findings. Students must explain expected benefits and demonstrate how the proposed actions create strategic value for the client organisation. Copy of Apr 25 Onwards brief_EE… The final assessed section is a 500-word Employability Reflection covering skills developed through the project, application of theory to practice, professional behaviours, personal strengths and weaknesses, career relevance and specific future-development actions. Copy of Apr 25 Onwards brief_EE… Overall, the assessment integrates consultancy problem definition, stakeholder analysis, strategic frameworks, secondary-data interpretation, ethics, sustainability, recommendations and professional reflection within a Masters-level business project. The marking criteria reward criticality, current evidence, intellectual originality, professional consultancy thinking and accurate Harvard referencing. Copy of Apr 25 Onwards brief_EE… One important point: the brief states that the majority of references should come from sources published within the last 6–12 months, so the final project is expected to use very current company, industry and academic evidence. Copy of Apr 25 Onwards brief_EE…
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Cyber Security / Applied Cryptography / Secure Systems Design
2,500 words
Secure Property Contract Exchange: Cryptographic Protocol Design, Threat Modelling and Post-Quantum Readiness
This Applied Theory of Cyber Security and Secure Design coursework places students in the role of a cyber security consultant engaged by Hackit & Run LLP, a legal firm specialising in UK and international property transactions. The firm wishes to implement a secure digital system for handling, exchanging and legally signing property contracts. Students must design and evaluate a secure communication protocol supporting interactions between the buyer’s solicitor, the seller’s solicitor and the buyer while addressing both first-time communications and previously established secure relationships. 11b17febb9eeb4570f76f6ca95a831a… Section A – Cryptographic Protocol Design, worth 45%, requires a complete secure communication protocol. Students must explain how trust is initially established, how later communications can be simplified without weakening confidentiality, integrity or availability, and how the buyer can digitally sign a contract in a manner enforceable under UK law. The design must justify specific cryptographic algorithms for functions such as key exchange, bulk encryption, digital signatures and hashing. The protocol must be presented through both a sequence diagram showing message flows and cryptographic operations and pseudocode explaining the key algorithmic stages. 11b17febb9eeb4570f76f6ca95a831a… Section B – Threat Modelling, worth 20%, requires a focused analysis using the STRIDE methodology. Students identify three realistic threats from different STRIDE categories and analyse the attack vector, asset at risk and potential effect on the legal transaction. Each threat must then be connected back to specific protocol defences, with residual risks acknowledged where controls cannot provide complete mitigation. The guidance encourages consideration of issues such as social engineering, insider threats, key-management failures and availability risks in addition to purely cryptographic attacks. 11b17febb9eeb4570f76f6ca95a831a… Section C – Security Evaluation Against Standards, worth 15%, requires students to evaluate the proposed system against a recognised cybersecurity standard or framework. Options include ISO/IEC 27001:2022, Common Criteria (ISO/IEC 15408) and the OWASP Application Security Verification Standard. Students select three or four directly relevant controls or requirements, assess whether the proposed design satisfies them, identify gaps and recommend specific improvements. 11b17febb9eeb4570f76f6ca95a831a… Section D – Post-Quantum Readiness and Critical Reflection, worth 15%, examines how a future quantum-capable adversary could affect the protocol. Students identify vulnerable cryptographic components, discuss the NIST Post-Quantum Cryptography standardisation programme, and examine replacement algorithms such as ML-KEM for key establishment and ML-DSA for digital signatures. They must also evaluate a hybrid migration strategy combining classical and post-quantum algorithms, considering performance overhead, backward compatibility and the legal admissibility of post-quantum digital signatures. 11b17febb9eeb4570f76f6ca95a831a… The remaining 5% evaluates professional report quality, logical structure, technical language, integration of diagrams and consistent CUHarvard referencing. Higher-quality work is expected to demonstrate a sophisticated trust model, clear traceability between threats and controls, precise standards mapping, practical security recommendations and well-evidenced analysis of post-quantum migration. 11b17febb9eeb4570f76f6ca95a831a… Important for the public Reference Library: the brief states that the assessment document is intended only for Coventry University Group students and must not be passed to third parties or posted on any website. Therefore, publish only an original high-level description such as the overview above; do not upload or reproduce the original assignment brief publicly. 11b17febb9eeb4570f76f6ca95a831a…
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3,000 words
ParkaLot Enterprise Parking Garage Management System: Software Analysis, Design and Prototype Development
This enterprise software engineering project requires students to analyse, design and prototype a centralised parking garage management system for ParkaLot Group, a UK operator of multi-storey parking facilities. The existing organisation relies heavily on manual processes, local spreadsheets and simple barrier-based vehicle counts, resulting in limited real-time occupancy information, inconsistent reservation arrangements, decentralised billing and reduced ability to optimise parking capacity and revenue. COMP1471 CW 2526 (1) The proposed system supports ParkaLot’s wider digital transformation by integrating customer registration, reservations, parking-space allocation, occupancy monitoring, contracts and billing. Customers can check availability and reserve parking through an online portal, while frequent and corporate users can establish recurring arrangements or block reservations. License-plate recognition and individual parking-space sensors enable automated access control and real-time occupancy tracking. COMP1471 CW 2526 (1) Additional functionality includes centralised electronic billing, dynamic pricing, promotional schemes and predictive decision-making for controlled overbooking. Historical usage data may be analysed to estimate no-shows, early departures and overstays, while operational dashboards support staffing, pricing and capacity-management decisions across the garage network. COMP1471 CW 2526 (1) Development is undertaken in two phases. The first uses structured analysis and design, requiring an Entity Relationship Diagram, Data Flow Diagram including a context diagram, and implementation of a prototype database. The second expands the solution using object-oriented analysis and UML, with emphasis on adaptable and reusable software design. COMP1471 CW 2526 (1) The final report covers the software-engineering **5 Ps—Problem, Process, Project, Product and People—**alongside ERD and DFD models, UML use cases, at least three sequence diagrams, a detailed class diagram and application of design patterns such as GRASP. Students must also submit prototype evidence, source code, personal reflection, peer assessment and work-contribution documentation. COMP1471 CW 2526 (1) Overall, the assessment integrates requirements engineering, structured modelling, object-oriented design, database development, design patterns, software project management, implementation and acceptance testing within a realistic enterprise-system case study. Overview word count: approximately 360 words. AI-use note: the brief permits Levels 1–4 of generative-AI use, including research and exploration at Level 4, but all final submitted text, code, diagrams and designs must be the students’ own work. Level 4 use requires disclosure, an appendix of prompts/outputs and reflective commentary. COMP1471 CW 2526 (1)
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Project Management / Professional Development / Business Strategy
5,000 words
Professional Project Portfolio and Strategic Business Presentation
This Level 7 assessment requires students to compile a comprehensive Portfolio of Evidence demonstrating their project contribution, reflective learning, professional skills and career development. The portfolio has a maximum length of 5,000 words and is designed to evidence both technical or disciplinary project engagement and the student’s development as a reflective professional. The assessment is organised into three main components: a Discipline Report, Project Work Logbook, and Career Development Plan. Assessment Overview The Discipline Report, worth 40% of the portfolio, provides an overview of the project and its conclusions, alongside a self-reflection on the student’s project experience. Students also complete a personal skills analysis and provide a confidential summary of their team’s delivery. This section therefore combines project understanding with critical self-evaluation, skills awareness and evaluation of collaborative performance. Assessment Overview The Project Work Logbook, worth 30%, records the student’s activities on a weekly basis. Students summarise the work completed each week and document problems or challenges encountered during the project together with the approaches used to resolve them. The marking criteria emphasise consistency, level of detail, organisation and the ability to identify and address project-related difficulties. Assessment Overview Assessment Overview The Career Development Plan, also worth 30%, requires students to define a realistic future career pathway, identify relevant jobs and organisations, and evaluate the skills and knowledge needed to progress toward those goals. Students must also complete an additional professional-development course, such as CPD or LinkedIn Learning, to demonstrate practical upskilling and continued professional development. Assessment Overview A related team presentation forms a second assessment activity. Teams of four to five students must present face to face for approximately 10–15 minutes to a small management-board audience. All team members are expected to contribute approximately equal content and speaking time, with provision for questions and answers. The presentation focuses on the team’s overall findings, analysis of the business problem, practical recommendations, proposed implementation approach and final conclusion. assessment Overview 1 Strong presentations are expected to be engaging, professionally structured and supported by relevant evidence, graphics, tables and other appropriate visual material. Higher-level work should move beyond description by applying theory critically to a real-world business problem, recognising the limitations and contextual applicability of theoretical concepts and producing recommendations that are appropriate to the organisation being analysed. assessment Overview 1 Overall, the assessment develops and evaluates project reflection, professional communication, teamwork, career planning, critical analysis, employability, problem solving and evidence-based business recommendation skills. It combines an individual reflective portfolio with a collaborative management-style presentation, allowing students to demonstrate both personal development and the ability to communicate project findings professionally.
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Software Engineering / Enterprise Systems Development
3,000 words
Enterprise Software Engineering Development: ParkaLot Parking Management System Analysis, Design and Prototype
This Enterprise Software Engineering Development assessment is based on the ParkaLot Group, a fictional operator of multi-storey parking garages across major UK cities. The organisation currently relies on fragmented manual processes, basic barrier-based vehicle counting, local spreadsheets, on-site payment and inconsistent customer access arrangements. Students act as software engineering consultants and are required to analyse these operational weaknesses and design a centralised enterprise parking management system capable of supporting reservations, customer accounts, vehicle identification, billing, real-time occupancy monitoring, dynamic pricing and management reporting. COMP1471 CW 2526 The proposed ParkaLot platform is intended to integrate customers, parking spaces, reservations and billing across the garage network. Planned functionality includes online registration and reservation, recurring and corporate parking arrangements, licence-plate recognition, automated space allocation, sensor-based occupancy tracking, centralised monthly billing, electronic payments, promotional pricing and predictive overbooking. The system must also provide dashboards and historical reporting to assist management with capacity planning, staffing, pricing and operational decision-making. COMP1471 CW 2526 The coursework is completed in two main development phases. Phase 1 – Structured Analysis and Design requires an Entity Relationship Diagram representing the logical data model, a Data Flow Diagram including a Level 0 context diagram, and implementation of a prototype database. Phase 2 – Object-Oriented Development extends the system using object-oriented analysis, design principles and UML, with substantial business and user-interface functionality implemented using suitable OO technologies. COMP1471 CW 2526 The final report contains analysis of the 5 Ps of software engineering: Problem, Process, Project, Product and People. Students discuss the business problem and commercial risks, justify the development methodology followed, define resources and budget, document project artefacts and requirements, and identify the main stakeholders involved in the project. The technical design section includes the ERD, DFD, UML use-case model, at least three sequence diagrams, a detailed class diagram and discussion of design patterns. COMP1471 CW 2526 Students must additionally submit a functioning prototype that reflects the design and participate in acceptance testing and a live demonstration. Individual students are questioned on both theoretical and technical aspects of the submitted system. The assessment also evaluates group contribution, peer and self-assessment, personal reflection, research quality, communication and professional teamwork. COMP1471 CW 2526 The weighting places substantial emphasis on technical design and implementation: the UML design is worth 24 marks, the software prototype 15 marks, design patterns 6 marks, and acceptance testing/demonstration 25 marks. This makes the coursework strongly focused on demonstrating the relationship between requirements analysis, software architecture, UML modelling, implementation quality and working enterprise-system functionality. COMP1471 CW 2526
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Business Consultancy / Digital Marketing / Social Media Marketing
3,000 words
You Keep Me Sane: Social Media Growth and Digital Product Marketing Live Business Project
his Extended Work Project is a live business consultancy assignment completed for You Keep Me Sane, a podcast and social-media brand seeking to expand its online audience and increase sales of its digital products. The organisation promotes its podcast across platforms including Instagram, Facebook, TikTok, YouTube and LinkedIn and identified a need for additional support with regular content creation, social-media scheduling and digital-product promotion. Project Brief_You Keep Me Sane … The client challenge focuses on improving the organisation's social-media presence while reducing the workload associated with producing and publishing content. The project brief specifically identifies the need to create reels, carousels and other social-media posts, potentially using Canva, and to support an existing Buffer-based scheduling process. The organisation aims to publish approximately three times per week while also promoting new digital products. The intended commercial outcomes are growth in social-media following and increased digital-product sales. Project Brief_You Keep Me Sane … The academic assessment requires students to document the project journey in chronological order, from the initial client brief and early meetings through planning, research, idea development, feedback, implementation, challenges and final outcomes. The 3,000-word report should explain the business context, methods and frameworks used, significant milestones, problems encountered, adaptations made and recommendations provided to the client. EWP 5TH MAY 2026 (1) EWP 5TH MAY 2026 (1) Professional reflection is also an important element of the project. Students are expected to evaluate team learning, skills development, project-management experience and the practical lessons gained from working on a genuine business challenge. The report should demonstrate critical thinking and reflective analysis rather than simply describing activities completed. EWP 5TH MAY 2026 (1) The accompanying 10-slide presentation mirrors the report and communicates the project overview, organisational background, initial brief, research, development process, challenges, outcomes, recommendations and learning in a concise visual format. EWP 5TH MAY 2026 (1) Overall, the project integrates live business consultancy, social-media strategy, content development, digital-product marketing, client engagement, teamwork, project management and reflective professional learning, with emphasis on demonstrating practical value created for the client organisation.
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Leadership / Digital Leadership / Business Management
4,000 words
Leadership in a Digital Age: Critical Self-Analysis, AI Transformation and Personal Development
This Leadership in a Digital Age assessment requires students to critically analyse their leadership strengths, behaviours and development needs within contemporary digital environments. The individual 4,000-word report combines academic leadership theory, diagnostic self-assessment, professional reflection, digital transformation and forward-looking personal development. Its central purpose is to demonstrate self-awareness and evaluate how leadership capabilities must evolve in response to technological, organisational and workforce change. NUL Assessment Brief LD7090 202… The first section requires critical evaluation of two or three contemporary leadership theories or models in relation to digital leadership. Students should avoid outdated approaches and instead examine how relevant theories align with the behaviours and characteristics required of leaders operating in technology-enabled organisations. NUL Assessment Brief LD7090 202… The second section focuses on self-analysis. Students use diagnostic tools relating to areas such as temperament, workplace culture, motivation, emotional control, management skills and Belbin team roles. Results should be reported and interpreted before being used to construct a personal SWOT analysis concentrating specifically on leadership characteristics relevant to the digital age. NUL Assessment Brief LD7090 202… A further component examines the leadership of hybrid, multi-generational teams. Students identify challenges that may arise in such environments and evaluate leadership capabilities and behaviours that could address them. Ethical, social and legal responsibilities associated with digital leadership must also be considered. NUL Assessment Brief LD7090 202… The report additionally evaluates how digital leaders can use Artificial Intelligence to support digital transformation and organisational performance. Appropriate workplace examples may involve machine learning, predictive analytics, intelligent automation or generative AI, with consideration of required resources such as data infrastructure, organisational skills and external partnerships. NUL Assessment Brief LD7090 202… The final section requires a Personal Development Plan containing justified leadership-development objectives, learning activities, measurable success criteria and timescales. These objectives should emerge directly from the earlier self-analysis and demonstrate how the student intends to become a more effective leader in a current or future digital role. NUL Assessment Brief LD7090 202… Overall, the assessment integrates leadership theory, reflective self-evaluation, hybrid-team management, AI-driven transformation and structured professional development within the context of leadership in the digital age.
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Machine Learning / Cloud Computing
2,000 words
Technical Evaluation and Professional Reflection on a Cloud-Based Machine Learning Fraud Detection Solution
This postgraduate individual assessment critically evaluates a cloud-based machine learning solution for financial fraud detection developed as part of a preceding group project. The scenario concerns a financial services organisation seeking to detect fraudulent transactions in order to reduce financial losses and strengthen customer security. The individual report requires students to examine both the technical quality of the developed solution and their own professional contribution to the project. NUL - LD7187 -Assessment Brief … The first component, Technical Evaluation, accounts for 50% of the assessment and has a suggested allocation of approximately 1,000 words. Students critically analyse the group solution with particular attention to data preprocessing, machine learning model choices, evaluation metrics and technical limitations. The analysis should go beyond description by explaining how specific modelling and design decisions influenced the final outcomes of the fraud-detection system. NUL - LD7187 -Assessment Brief … The second component, Reflection and Professional Issues, also accounts for 50% and is approximately 1,000 words. Students critically reflect on their personal contribution, teamwork experience, challenges encountered and lessons learned during the project. The discussion also addresses wider professional and ethical considerations associated with AI and cloud-based machine learning, including bias, fairness, sustainability and data privacy. NUL - LD7187 -Assessment Brief … The assessment is designed to demonstrate critical understanding of machine learning methods, cloud-computing architectures, practical development of machine learning solutions and awareness of the social, ethical and sustainability implications of AI technologies. A Seminar Activity Tracker must also be included as an appendix to provide evidence of weekly participation and knowledge development. NUL - LD7187 -Assessment Brief … NUL - LD7187 -Assessment Brief … Higher-level performance requires a comprehensive connection between technical decisions and outcomes alongside deep reflection on teamwork, professional development, ethics, fairness and sustainability. NUL - LD7187 -Assessment Brief … Overview word count: approximately 300 words. AI-use note: the brief permits AI for limited support such as grammar improvement, structure, organising ideas and suggestions. The student's main content, analysis and conclusions must remain their own, and any AI use must be declared. NUL - LD7187 -Assessment Brief …
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Leadership and Professional Development
2,500 words
Leadership Mindset – Professional Development Portfolio
This assessment is a Leadership Mindset Professional Development Portfolio designed to encourage students to think strategically about their career development, align their professional goals and demonstrate leadership potential. The assessment focuses on self-awareness, strategic planning, professional behavioural skills and the ability to develop an ongoing process of personal and professional growth. Students are required to complete a Portfolio through PebblePad, equivalent to 2,500 words. The portfolio is assessed on a Pass/Fail basis and students must complete all required sections before downloading the completed portfolio and submitting it through Turnitin. The portfolio does not require academic referencing because it is a self-reflection and professional development assessment. The portfolio consists of several key components, including a personal SWOT analysis, evidence of communication requesting feedback, a Personal Development Plan (PDP), a CV and a cover letter. The SWOT analysis requires students to identify their strengths, weaknesses, opportunities and threats in order to understand their current skills, identify development gaps and recognise opportunities for improvement. Students must also reflect on the Professional Development Pyramid or another suitable professional development model and select three behavioural skills or competencies they wish to develop. Examples include strategic thinking and leadership. Feedback must be requested from four to six people from the student's personal and professional network, such as family members, friends, peers, mentors, employers or colleagues. This feedback is then used to support the student's development priorities. The action-planning section requires students to reflect on the feedback received and identify three development priorities or goals. For each priority, at least two SMART actions must be established. The action plan should include specific steps, timelines and required resources, while also identifying potential obstacles and explaining how these obstacles may be addressed. The goals and actions should demonstrate a clear connection between the student's self-reflection, feedback and professional development objectives. The final reflection considers the value of the PebblePad portfolio process in shaping personal and professional growth. Students are expected to demonstrate an in-depth understanding of self-development and explain how their development process can be reviewed, revised and adapted for continuing professional growth. The assessment learning outcomes focus on reflection on personal strengths and areas for improvement, advanced critical thinking, problem-solving and decision-making, intercultural communication, inclusivity and sustainability, interview and presentation competencies, and the ability to articulate an adaptable self-development process. The marking criteria emphasise self-reflection, clarity of goals, strategic action planning, persuasive understanding of professional development, and clear and professional presentation.
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Engineering and Environment Advanced Practice
3,000 words
AP Research Project – Reflective Individual Report and Poster Presentation
This assessment is the Advanced Practice (AP) Research Project for the Engineering and Environment Advanced Practice London Campus Research Project module. It is designed for postgraduate students undertaking an independent research project with supervisory guidance. The assessment provides an opportunity to reflect critically on the research process, knowledge gained, professional development and challenges encountered during the project. Students are expected to demonstrate independent learning, research skills, critical thinking and the ability to communicate complex ideas in a professional context. The main assessment is a 3,000-word Reflective Individual Report, which contributes 80% of the module assessment. The report is structured around four key areas. The first section, Finding a Research Topic, requires students to explain how and why they selected their research topic, the research tools and search strategies used, the library collections explored, their research aims and objectives, and relevant discussions or recommendations received from their supervisor. The second section, Professional Activities, focuses on reflection on research development activities, scheduling, the independent researcher role, challenges such as time management, and communication with the supervisor. The third section, Literature Review and Research Work, requires students to critically review relevant literature, discuss their research method, demonstrate major research activities and consider the feasibility of the selected method, including challenges and recommendations. The final section, Reflection of Research Project, requires critical reflection on personal strengths and weaknesses, continuous self-development and the relevance of research activities to the student's programme of study and future career. Areas such as decision making, problem solving, communication and influencing, technical skills, collaboration, innovation and proactivity should be considered. The second component is a 10-minute Poster Presentation worth 20% of the assessment. The poster should provide a balanced combination of visuals and text and present the research objectives and significance, a summary of the literature review and research method, key research findings, and conclusions and recommendations. The assessment also requires appropriate academic presentation, including a cover page, table of contents, page numbers, figure and table captions, numbered headings and consistent formatting. Harvard or APA referencing may be used. The report is submitted through Turnitin and is subject to anonymous marking. The assessment is a Pass/Fail module, with students required to achieve at least 50% to pass.
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Operating Systems and Networks
2,000 words
Security of Operating Systems and Networks – Individual Assignment
This individual assignment focuses on the security of operating systems and computer networks. Students are required to produce a professional technical report of approximately 2,000 words demonstrating a deep and systematic understanding of operating-system security, networking functions, security threats, vulnerabilities and practical security testing. The assessment carries 50% and forms 100% of the module assessment. Students are expected to support their work with appropriate technical evidence, images showing practical steps and relevant sources. The assignment uses a business scenario involving Net-Tech, a small and medium-sized technology-services enterprise. The organisation is concerned about the security of its proposed system, including operating-system attacks such as buffer overflow and network threats such as hacking and phishing. Students are required to investigate, design and experiment with the features and functions of a web server used to serve the company's website, while assessing the security landscape and presenting findings that can support appropriate organisational security decisions. As part of the practical work, students must create a prototype Net-Tech network test rig. This includes creating two users, with one configured as a superuser and another as a standard user, applying appropriate baseline security measures, installing suitable software and identifying vulnerabilities, using appropriate tools to conduct security tests, and writing scripts to automate repetitive tasks. Students must document assumptions and parameters used within the project, including further security implementations and recommendations such as the use of a suitable database for a database-driven website. The report is structured around introduction, background research, pre-engagement, engagement and post-engagement activities. The introduction should explain the business scenario, assumptions, aims, objectives, deliverables, available skills and resources, constraints and project plan. The background research should address common vulnerabilities, threats, risk models, security-testing approaches, relevant attack and testing tools, legal and organisational requirements, and ethical, social, professional and sustainability considerations. The pre-engagement section covers the test-rig setup and testing strategy. The engagement section requires practical comparison and demonstration of operating-system and network security, including user authentication, file and directory permissions, protection against stack-overflow attacks, network weaknesses, operating-system discovery, firewalls, listening ports, network statistics, prevention of denial-of-service attacks and scripting for automation. The post-engagement section requires a summary of the work, deductions and limitations, mitigation measures and recommendations, and personal reflection. The assessment requires students to use relevant sources, provide a bibliography and demonstrate appropriate analysis, evaluation and reflection. The assignment is designed to assess learning outcomes relating to knowledge of network security threats and the development of complex software and scripts relevant to operating systems and computer networks.
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Management
5,000 words
Principles of Management – Tesco Management Report
This assessment requires students to produce a 5,000-word management report analysing the current management practices of Tesco. The report is written from the perspective of a business consultant and is intended for Tesco’s senior management team. Students are required to apply management theories, concepts and practices covered in the module, supported by appropriate academic literature, case study materials and independent research. The assessment also requires students to develop a personal Skills Development Plan and a 500-word Reflective Statement focused on their own management competencies and future career objectives. The report addresses four main tasks. Task 1 focuses on key management theories, concepts and practices and requires students to explain how management contributes to Tesco’s success and adds value. Students should discuss the four philosophies of the Competing Values Framework and identify one additional relevant management theory that supports the analysis of Tesco’s management approach. Task 2 evaluates management as a value-adding universal activity by examining the dynamics of the global business environment and how Tesco adapts its strategies and methods at global, national and local levels. Students may apply frameworks such as LoNG-PEST or Porter’s Five Forces and should identify one global opportunity and one global threat. Task 3 critically analyses the key principles and functions of management, including planning, organising, leading and controlling. Students must identify one internal challenge faced by Tesco and evaluate how management functions can be applied to address it, supported by an appropriate academic model such as Value Chain analysis, VRIO or Mendelow’s Matrix. Task 4 focuses on critical reflection and skills development. Students are required to complete a Personal SWOT, prepare a Skills Development Plan addressing their future career aims and objectives, and provide a 500-word Reflective Statement using an appropriate reflection model such as Borton, Kolb’s Cycle, Maslow’s or GROW. The reflection should focus on professional skills including self-management, problem-solving and decision-making. The report should conclude with recommended changes that Tesco should implement to improve its success. The assignment requires academic writing, critical analysis, evidence-based arguments and Harvard referencing. The main body consists of an introduction, four assessment tasks and a conclusion, while the cover page, contents, references and appendices are excluded from the 5,000-word limit. :contentReference[oaicite:2]{index=2} :contentReference[oaicite:3]{index=3}
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Engineering and Environment Advanced Practice London Campus Research Project
3,000 words
LD7152 – AP Research Project
The LD7152 AP Research Project is a postgraduate research and reflective assessment for students studying within the MSc Computing Framework or MSc International Project Management programme. The module focuses on developing students as independent researchers and requires them to reflect critically on their research strategy, activities, learning and personal development. The assessment is designed to encourage students to recognise their achievements, identify challenges encountered during the research process and evaluate how their research experience has contributed to their academic and professional development. The assessment consists of two components: a 3,000-word Reflective Individual Report worth 80% and a 10-minute Poster Presentation worth 20%. Students are expected to work independently while receiving supervisory guidance. The reflective report requires students to demonstrate critical engagement with knowledge discovery and reflect on their educational development in relation to the challenges experienced during their research project. The report is structured around four main areas. The first section, Finding a Research Topic, is approximately 500 words and requires students to explain their chosen topic, why it was selected, the research tools and search techniques used, the Library collections explored, the research aims and objectives, and relevant discussions or recommendations from their supervisor. The second section, Professional Activities, is approximately 500 words and focuses on research development tasks, scheduling, the independent researcher role, challenges such as time management, and communication with the supervisor. The third section, Literature Review and Research Work, is approximately 1,500 words. It requires a critical review of relevant literature with appropriate citation, discussion of the research method and major research activities, and consideration of the feasibility, challenges and recommendations associated with the selected method. The fourth section, Reflection of Research Project, is approximately 500 words and focuses on achievements, contributions, strengths and weaknesses, continuous self-development and employability. Students are expected to reflect on areas including decision making, problem solving, communication and influencing, technical skills, collaboration, innovation and proactivity. The second assessment component is a 10-minute poster presentation. The poster should provide an overview of the research activities and communicate what the student learned during the research process. It should balance visual and textual information and include the research objectives and significance, a summary of the literature review and research method, key research findings, and conclusions and recommendations. The report must include a cover page, table of contents, page numbers and captions for figures and tables. The required formatting includes Times New Roman, 12-point font, numbered headings and approximately 1.2–1.3 line spacing. The assessment brief permits Harvard or APA referencing. The report is submitted electronically through Turnitin on Blackboard. The module is assessed on a Pass/Fail basis, with students required to achieve 50% or above to pass. The assessment also evaluates critical reflection, application of knowledge, independent learning, communication of complex ideas, personal development and reflection on technical leadership.
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Entrepreneurship / Entrepreneurial Marketing
1,200 words
Reflective Analysis of Entrepreneurial Capabilities and Development: The GymBuddy Venture
This reflective Entrepreneurial Marketing assessment evaluates the development of the student's entrepreneurial capabilities through the GymBuddy business concept, a proposed fitness application designed to improve motivation and accountability among beginner gym users. The reflection examines how entrepreneurial learning, customer research and creativity frameworks changed the student's original approach from developing a highly complex product toward a more focused and testable business proposition. Entrepreneurial_Marketing_Refle… A central theme of the report is entrepreneurial self-assessment. Opportunity recognition is identified as an important strength, supported by interviews with beginner gym users and competitor analysis involving platforms such as Strava, MyFitnessPal and Nike Training Club. At the same time, the reflection identifies areas requiring development, particularly financial understanding, customer acquisition cost, lifetime value, conversion-rate analysis and negotiation capability. These strengths and weaknesses are used to establish priorities for future entrepreneurial development. Entrepreneurial_Marketing_Refle… The report also evaluates the evolution of the GymBuddy product using SCAMPER, Design Thinking and Lean Startup principles. Rather than pursuing a feature-heavy application, customer feedback leads to greater emphasis on simplicity, peer accountability, social competition and iterative validation. SCAMPER is applied to eliminate unnecessary features, substitute complex recommendations with simpler motivational mechanisms, combine useful functionality and adapt gamification to the needs of beginner users. Entrepreneurial_Marketing_Refle… Another major area of reflection concerns teams, networks and collaborative innovation. The student considers how group creativity exercises challenged the assumption that a venture should be developed independently and highlights the importance of mentors, developers, industry professionals and potential investors. The report links entrepreneurial networks with access to resources, opportunity identification, legitimacy and emotional support and proposes deliberate networking activities as part of future venture development. Entrepreneurial_Marketing_Refle… The visual development framework on page 3 summarises the entrepreneurial journey in five stages: GymBuddy concept and market research, capability assessment, product development and validation, teams and networks, and a time-based action plan. The reflection is structured using the Gibbs Reflective Cycle, linking experience with evaluation, analysis and future action. Entrepreneurial_Marketing_Refle… Overall, the assessment demonstrates reflective learning through the application of entrepreneurial theory to a practical start-up concept. It shows a shift from perfectionism toward rapid validation, customer-centred development, collaborative working and concrete action planning, while identifying financial management, negotiation and network development as important areas for continued improvement. Entrepreneurial_Marketing_Refle… Note: this file is a completed reflective submission rather than the original university assessment guideline, so the university, academic level and academic year should remain Not specified unless you also upload the official brief.
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Leadership and Change
3,000 words
Leadership and Change – Reflective Learning Portfolio
This 3,000-word coursework is a reflective learning portfolio focused on leadership, organisational change and reflective practice. The assessment is worth 100% of the module mark and is structured into four individual components. It is designed to assess leadership capabilities such as strategic thinking, emotional intelligence, communication, adaptability, team building, ethical decision-making and change management, while encouraging students to connect leadership theories and self-assessment tools with their own development. Component 1 focuses on individual leadership style and requires students to provide the results of the Fastest MBTI Test and critically reflect on what the outcome means in relation to their preferred leadership style. Students are expected to connect their MBTI results with leadership approaches covered in the module, including the Situated Leadership model. This component represents 20% of the assessment and has a suggested length of 600 words. Component 2 examines team roles. Students must present evidence from their Team Roles Test, identify their preferred team role and explain why it suits them. They must then identify two other Belbin team roles that would be important when building a team and explain their relevance. Connections can also be made between the Team Roles Test, Belbin’s framework and the results of the Conflict Management questionnaire. This component contributes 20% and has a suggested length of 600 words. Component 3 requires students to develop an individual organisational change plan in response to a fictional case study in which ARU is considering the adoption of AI to mark student coursework assignments and examinations. The plan evaluates change enablers and barriers, stakeholder involvement, ethical considerations and resource constraints. Students then develop an implementation strategy using a suitable change-management framework such as Lewin’s Change Model or Kotter’s 8-Step Model, including stakeholder engagement, communication, resistance management and strategies for sustaining change. This component represents 30% and has a suggested length of 900 words. Component 4 is a 900-word reflective account of what students learned about leadership while working as part of a team to design the organisational change plan. The reflection considers how leadership emerged, team collaboration, missing or required roles, conflict management and personal development. Students may structure the reflection using Kolb’s Reflective Learning Cycle or Gibbs’ Reflective Cycle and support their discussion with theories such as transformational, situational and distributed leadership, as well as Belbin’s team-role framework. Overall, the learning outcomes require students to critically reflect on their leadership style, evaluate classical and contemporary leadership theories, understand organisational change processes and develop evidence-based change strategies. The assessment also emphasises reflective practice and personal leadership development through experiential learning in a group setting.
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Entrepreneurship / Business Management / Enterprise
5,000 words
Enterprise Business Start-up: Innovative Business Plan, Fundraising Strategy and Entrepreneurial Reflection
This Enterprise Business Start-up assessment requires students to generate an innovative and sustainable business idea and develop it into a comprehensive start-up plan capable of guiding venture creation, attracting customers and supporting external fundraising. The module is assessed through two connected components: a 10-minute business pitch presented to an audience representing angel investors and venture capitalists, followed by a detailed individual business-plan portfolio. Assessment Brief Feb-May 2026 L… The principal written component is a 4,000-word detailed business plan. It begins with an executive summary before examining the proposed business idea, identified market gap, market research and competitor landscape. Students must then define appropriate customer profiles and segmentation, explain the development of the proposed product or service, and construct suitable marketing and communications strategies for reaching the intended market. Assessment Brief Feb-May 2026 L… A substantial part of the business plan focuses on the venture's financial and commercial viability. Students are expected to develop costing, pricing, sales and revenue projections alongside an appropriate business model. They must also identify the founding team, explain relevant roles and demonstrate the core competencies required to launch and develop the business successfully. Financials and business models receive particularly strong emphasis within the marking criteria. Assessment Brief Feb-May 2026 L… The written portfolio also includes a 1,000-word reflective component. Half of this section focuses on the student's fundraising strategy, including suitable funding sources and how potential investors or funders would be targeted, approached and secured. The other half critically reflects on the student's entrepreneurial tendency, personal experience and future skills development. Students are specifically required to complete the General Measure of Enterprising Tendency (GET) self-assessment and incorporate the results into their reflection. Assessment Brief Feb-May 2026 L… Assessment Brief Feb-May 2026 L… Overall, the assessment integrates entrepreneurial opportunity recognition, market analysis, customer segmentation, product development, marketing, start-up finance, business modelling, team capability, fundraising and reflective entrepreneurial development. The accompanying pitch additionally assesses visual quality, creativity, clarity of message, presentation skills, preparedness and professionalism. Assessment Brief Feb-May 2026 L… Assessment Brief Feb-May 2026 L… Important: the document does not explicitly specify a referencing style or academic level, so I would keep those fields as Not specified rather than assume Harvard or Masters.
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Organisational Strategy and Sustainability
2,473 words
Strategic Evaluation of Hindustan Unilever Limited (HUL): Organisational Strategy and Sustainability
This 2,473-word MSc Management coursework for BPP University’s Organisational Strategy and Sustainability module examines the strategic, sustainability and leadership dimensions of Hindustan Unilever Limited (HUL). The report applies the module’s learning outcomes through four main areas: strategic environmental analysis, ethical and sustainable practice, evaluation of strategic options, and personal leadership and sustainability reflection. The assignment is structured around PESTEL and VRIO for strategic analysis, the Triple Bottom Line for sustainability evaluation, the Ansoff Matrix for strategic options, and Emotional Intelligence and Transformational Leadership for personal reflection. The first section evaluates HUL’s external and internal environment. PESTEL analysis considers political and legal requirements, economic pressures, social changes, technological developments and environmental risks. The report highlights issues including packaging regulation, extended producer responsibility, data privacy, commodity and energy volatility, rural–urban differences, AI-enabled operations, digital traceability, climate risk, water stress and packaging circularity. VRIO analysis then evaluates HUL’s purposeful brands and portfolio breadth, rural route-to-market, digital operations and analytics, and supplier development and sustainability governance as sources of competitive advantage. The second section assesses HUL’s ethical, sustainable and responsible practices through the Triple Bottom Line framework of People, Planet and Profit. The analysis considers workforce and community priorities, customer responsibility, renewable energy, emissions, water stewardship, waste and packaging, as well as productivity, efficiency, risk mitigation and sustainable growth. A specific packaging circularity transition is proposed, including design-for-recycling, post-consumer recycled content, lightweighting, refill and reuse pilots, collection partnerships and consumer education. The third section evaluates four strategic options using the Ansoff Matrix: urban refill and concentrate formats, rural assisted commerce through “Shakti 2.0”, an ingredient traceability platform, and precision revenue-growth management in quick-commerce. Each option is considered in relation to strategic fit, VRIO capabilities, risks, implementation actions, ownership and KPIs. The final section provides a first-person reflection on leadership and sustainability. It uses Goleman’s Emotional Intelligence and Transformational Leadership to examine learning from the strategic and sustainability analysis, including self-awareness, self-regulation, empathy, collaboration and evidence-based decision-making. It also presents a 90-day leadership development plan focused on decision briefs, stakeholder pre-mortems and a personal Triple Bottom Line checklist.
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Organisational Strategy and Sustainability
2,500 words
Strategic Evaluation and Analysis of Hindustan Unilever Limited (HUL)
This 2,500-word coursework for the MSc Management module Organisational Strategy and Sustainability requires a strategic evaluation and analysis of Hindustan Unilever Limited (HUL). The assignment is written from the perspective of a management consultant at BPP Consulting Group and is addressed to HUL’s Board of Directors. It focuses on HUL’s strategic management, sustainability initiatives and responsible leadership within a global business context. The report begins by examining HUL’s internal capabilities and external business environment. Students are required to apply one strategic model to analyse the internal environment and one model to assess the external environment, such as VRIO, PESTEL or Porter’s Five Forces. The analysis should identify internal competencies, external opportunities and threats, sources of competitive advantage, and the influence of global and local market dynamics on HUL’s strategic choices. Particular consideration may be given to key regions such as the European Union, Asia and North America. The second section evaluates HUL’s ethical, sustainable and responsible business practices. The brief requires the use of one framework, such as the Triple Bottom Line or Sustainable Supply Chain Management, to assess one selected area of CSR, sustainability or ethical practice. The discussion should consider stakeholder engagement, regulatory influences such as the United Nations Sustainable Development Goals and European Union legislation, and one HUL sustainability initiative such as product lifecycle management, eco-design, renewable energy integration or supply chain transparency. The third section critically evaluates HUL’s strategic responses to current and future challenges, including climate change, artificial intelligence and digital disruption. One strategic framework, such as the Ansoff Matrix, Blue Ocean Strategy or VRIO, should be applied to evaluate strategic options and their implications for long-term sustainability, competitiveness and market relevance. The final section provides a personal leadership and sustainability reflection. Students select one leadership model, such as Goleman’s Emotional Intelligence, Hofstede’s Cultural Dimensions or Transformational Leadership, and reflect on their learning from the previous sections. The reflection covers personal development, ethical, cross-cultural or sustainable leadership, career aspirations, and values-driven leadership. The report concludes by summarising recommended changes to HUL’s organisational strategy and sustainability initiatives. The assessment requires Harvard referencing and a professional academic structure. The main body has a 2,500-word limit, with suggested allocations of approximately 50 words for the introduction, 600 words each for LO1, LO2, LO3 and LO4, and 50 words for the conclusion. The cover page, contents, references and appendices are excluded from the word count.
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Network Systems and Administration
3,500 words
Network Systems and Administration – Linux System and Network Administration Portfolio
This assessment is an individual portfolio for the Network Systems and Administration unit. It consists of two quizzes and a report based on a case study involving the development, implementation, configuration, testing, maintenance, and evaluation of a network solution using an industry-standard network operating system. The report requires students to justify their design and implementation decisions, provide a detailed testing strategy, develop a maintenance and disaster recovery plan, and critically evaluate the completed solution. The case study concerns Piranha, a small organisation in which the business owner has been maintaining a server containing information relating to finance, management, production, and sales. The student is required to undertake the role of Network Systems Administrator and configure an appropriate Linux-based network environment. The practical work includes creating a new user account with root access, confirming root privileges, verifying access to company files, and configuring group-based access controls for finance, management, production, and sales directories. Students must then establish a client-server network by installing a Linux distribution on a separate virtual machine in VirtualBox. SSH connections are required to verify user access and the configured file permissions. The assessment also requires students to use Wireshark to observe network traffic during SSH sessions, report on packet types and encryption, identify potential security vulnerabilities, and recommend improvements such as SSH keys and unique passwords. A maintenance schedule and a brief disaster recovery or backup strategy must also be proposed. The final report must document the practical work with clear explanations and screenshots showing commands, user accounts, and results. The report should be between 1,500 and 3,500 words. The assessment also includes Linux Essentials and Networking Essentials final grades. The marking criteria cover system and network administration, the maintenance plan, reflection and report writing, screenshots, references, and Harvard referencing.
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Business Management / Strategy
2,467 words
Contemporary Issues in Business (BS729) — Reflective Portfolio: Case Trends, Stakeholder Perspectives and Management Frameworks
This Level 7 portfolio accumulates across a semester of case-based workshops and is submitted as a single document combining reflective writing with sustained critical discussion. The assessment rewards demonstrable personal development as much as analytical knowledge, so the writing is first-person where it needs to be and evidential throughout. The reflective component presents six workshop reflections, each no longer than 150 words and each structured through one of the established reflective models introduced in the module — Gibbs' Reflective Cycle, Kolb's Learning Cycle, Schön's framework or the ERA framework. These are not summaries of what the case was about. Each one identifies where the analysis could have been sharper, what was missed in the live discussion and why, what will be repeated and what will be done differently, with the emphasis falling on transferable learning about how business problems are diagnosed and decisions taken under uncertainty rather than on the particulars of any single case. The larger critical component works through three connected questions. The first examines how contemporary trends studied in the module affect businesses both positively and negatively, drawing on two specific cases but deliberately reaching beyond them to consider consequences across whole industries — the trend, not the company, is the unit of analysis. The second addresses why identifying stakeholders and understanding their perspectives is critical to sound decision-making, using one module case to demonstrate it. Competing interests are mapped explicitly, the power and legitimacy of each group considered, and stakeholder theory used to argue why a manager who weighs only shareholder interest arrives at a worse decision. The third question turns to the management tools and frameworks applied during the module, using two cases to show how a particular tool was selected, what it revealed that unstructured analysis would have missed, and equally where it fell short. This includes judgement about when each framework is and is not appropriate, since selecting the right tool for the problem is itself the skill being assessed. Harvard referencing is applied consistently across all sections, with academic sources supporting the theoretical claims and practitioner sources grounding the industry discussion. Portfolio items are collected through PebblePad across the semester and consolidated into one file for submission, the class participation element being tracked separately by the lecturer across the case discussion sessions.
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Machine Learning and Deep Learning
2,000 words
Development and Evaluation of Deep Learning Models for Healthcare Classification
This individual technical assessment focuses on the design, development, analysis and evaluation of a deep learning solution for a healthcare-related classification problem. Students select one of two provided scenarios: Polycystic Ovary Syndrome (PCOS) detection using ultrasound images or heartbeat classification using electrocardiogram (ECG) signals. The objective is to develop an appropriate deep learning approach and demonstrate critical understanding of the complete machine learning workflow, from initial data exploration through to model evaluation and reflection. Students may either design and train a deep learning model from scratch or customise and fine-tune an existing pre-trained architecture. The complete work is presented through a single Jupyter Notebook integrating Python code, technical discussion, results and visualisations. The notebook must clearly define the selected healthcare problem, explain its significance, justify methodological and architectural choices, and critically evaluate the resulting solution. The first stage involves exploratory data analysis and preprocessing, including investigation of class distributions, data imbalance and relevant patterns. Students prepare the data through techniques such as normalisation, augmentation, train-validation-test splitting and appropriate handling of class imbalance. This is followed by model design, training, validation and hyperparameter tuning, with the architecture selected according to the characteristics of the data and classification task. Model performance must then be evaluated using appropriate classification measures, including precision, recall, F1-score, ROC curves and area under the curve (AUC). The developed model should also be compared against suitable benchmark approaches, which may include traditional machine learning algorithms or alternative deep learning architectures. This comparison should identify the relative strengths and limitations of the proposed solution. The final component requires clear visual presentation and critical reflection on the complete modelling process, including limitations, challenges and opportunities for improvement. Importantly, grading prioritises methodological rigour, analytical depth and critical evaluation rather than simply achieving the highest predictive accuracy. Overview word count: approximately 330 words. AI restriction: this brief only permits automated AI tools for spelling and grammar checking. It explicitly prohibits tools such as ChatGPT, Gemini or Copilot from authoring assessment text or code; any permitted AI use must also be acknowledged.
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Computing and Digital Technologies
3,000 words
Contemporary Computing and Digital Technologies: AI Agents Hackathon Reflective Report
This postgraduate reflective assessment forms part of the Contemporary Computing and Digital Technologies module and is based on experiential learning undertaken through an AI-focused hackathon. The hackathon theme, “AI Agents Unleashed – Building the Future of Automation,” requires MSc students from computing-related disciplines to collaborate on intelligent agent-based solutions capable of automating complex tasks, solving real-world problems and supporting human decision-making. The hackathon encourages students to investigate agent-based system design, intelligent automation and responsible AI development. Potential applications include autonomous cybersecurity monitoring, multi-agent systems for information gathering and decision support, automated data pipelines, intelligent software-development assistants, and conversational systems such as virtual tutors or career coaches. Students may use code-based approaches or platforms such as Flowise, Microsoft Power Automate and Make.com, while more advanced implementations can use technologies including LangChain, AutoGen, Python-based agent SDKs, APIs and large language models. The 3,000-word Individual Reflective Report, worth 70% of the module assessment, evaluates the student's learning and professional development arising from these experiential activities. The first component is a 2,000-word Portfolio of Evidence, requiring evidence-based reflection on participation in the hackathon. Students should evaluate their leadership and teamwork competencies using concrete evidence such as screenshots, code commits and feedback while identifying key lessons for personal and professional development. They must also consider how the experience applies to future research, career development or professional practice. The remaining 1,000 words comprise a Critical Self-Reflection examining the student's personal contribution and achievement of learning-contract goals. Students are expected to critically consider challenges encountered, how those challenges were addressed, lessons learned and their development as effective collaborative team members. Overall, the assessment integrates technical experimentation, reflective practice, teamwork, leadership, professional development and responsible use of emerging AI technologies, supported by a structured portfolio of evidence
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Technical Evaluation and Professional Reflection on a Cloud-Based Machine Learning Fraud Detection Solution
This individual technical evaluative report forms the reflective and critical component of the Machine Learning on Cloud module. It builds directly upon a group project involving the development of a machine learning solution for financial fraud detection. The report requires each student to critically evaluate the technical decisions made within the group solution while also reflecting on their individual contribution, teamwork experience and professional development. The first component, Technical Evaluation, accounts for 50% of the individual assessment and has a suggested allocation of approximately 1,000 words. Students critically examine the group’s machine learning solution, including the approaches adopted for data preprocessing, model selection and evaluation. They are expected to discuss the suitability of the chosen techniques and metrics, identify limitations and explain how individual technical decisions affected the final performance and outcome of the fraud-detection solution. The second component, Reflection and Professional Issues, also accounts for 50% and has a suggested allocation of approximately 1,000 words. Students reflect critically on their personal contribution to the project and their experience of working within a team. The discussion addresses challenges encountered, lessons learned and how the experience contributed to technical and professional development. Professional and ethical considerations form an important part of the reflection. Relevant issues include algorithmic bias, fairness, sustainability and data privacy, particularly in relation to machine learning applications within financial services and cloud environments. Students are also required to attach their Seminar Activity Tracker as an appendix, providing evidence of weekly participation and knowledge development. The assessment therefore combines technical critique with reflective practice, requiring students to demonstrate that they understand not only how a machine learning solution was developed, but also why specific technical decisions were made, their consequences, the limitations of the resulting system and the wider ethical and professional implications of deploying AI on cloud infrastructure. Overview word count: approximately 315 words. The brief also states that AI may assist with areas such as grammar, structure, organisation of ideas and suggestions, but the main content, analysis and conclusions must be the student's own work, and AI use must be declared.
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Business Intelligence / Data Analytics / Project Management
Business Intelligence and Data Analytics for Project Progress Evaluation
This assessment for the Data Analytics and Project Management for Business Intelligence module requires students to critically evaluate the progress of a live-style project through the application of business intelligence and data analytics techniques. Working as a group of Project Analysts, students select either a Convocation project or Concert project associated with Northumbria University London and prepare a professional presentation assessing its progress, stakeholders, deliverables and performance. The assessment begins with development of a clear project problem or opportunity statement, followed by identification and analysis of the key stakeholders and deliverables associated with the selected project. Students then use Business Intelligence and Data Analytics techniques to examine project progress and communicate findings through dashboards. The assessment permits the use of Microsoft Excel or other suitable software for dashboard development. A central part of the task is the creation and critical evaluation of a project dashboard. Students are expected to use realistic assumed or projected data where necessary, as the assessment is designed to test the ability to design, interpret and critically evaluate dashboards rather than the accuracy of real project data. The data should therefore be internally consistent, relevant to the selected project and capable of generating meaningful management insights. Students must also critically justify their chosen BI and analytics tools, explaining how the dashboard supports project monitoring and informed decision-making. The assessment concludes with recommendations for the successful implementation and use of a Business Intelligence or Data Analytics solution within the selected project. Academic references and relevant examples should be used to support the analysis. The marking criteria place the greatest emphasis on application of BI tools and techniques (30%), followed by stakeholders and deliverables (20%) and justification of BI tools (20%). Project and opportunity analysis, conclusion and recommendations, and presentation and referencing each contribute a further 10%. Higher-performing work is expected to demonstrate critical evaluation, meaningful dashboard insights, strong theoretical or industry justification and professionally presented recommendations. If the file you want to upload is the resubmission report instead Use the same University, Subject and Module Name, but change these fields: Title: Business Intelligence and Project Analytics: Individual Critical Analysis of Project Performance Assignment type: MS Technical and Scientific Writing Word count: 1,500–2,000 words Key topics: Business Intelligence, Data Analytics, Project Management, Stakeholder Analysis, BI Tools, Dashboard Evaluation, Project Opportunity Analysis, Project Deliverables, Critical Analysis, Project Recommendations The resubmission is an individual written report in which the student selects only one area from the original project—Project & Opportunity Analysis, Stakeholders & Deliverables, Application of BI Tools & Techniques, Justification of BI Tools, or Conclusion & Recommendations—and develops it in depth. It should use the same Convocation or Concert project context while demonstrating independent critical analysis, reflection and application of theory.
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Cyber Security / Penetration Testing
2,400 words
Grey-Box Penetration Testing: Vulnerability Assessment, Exploitation and Mitigation
This technical cyber-security project presents an authorised grey-box penetration test conducted within a controlled virtual laboratory environment. The objective is to assess the security posture of a deliberately vulnerable target system, identify weaknesses in exposed network services, demonstrate how those weaknesses could be exploited, evaluate their security and organisational impact, and recommend appropriate mitigation measures. The assessment follows a practical penetration-testing workflow supported by technical evidence, screenshots, activity records and academic research. The project begins with laboratory configuration, network discovery, service enumeration and vulnerability analysis. Tools including Kali Linux, Metasploitable, VMware, Nmap, Netcat and Metasploit are used across the testing lifecycle. Identified services are mapped to known vulnerabilities before controlled exploitation is undertaken and the resulting access is documented. The activity log records the progression from environment setup and network scanning through vulnerability identification, exploitation, evidence collection and final reporting. Five principal attack vectors are examined. These include the vsftpd 2.3.4 FTP backdoor, Samba username-map-script exploitation, an UnrealIRCd backdoor, insecure Java Remote Method Invocation and a misconfigured DistCC service. The practical demonstrations show how vulnerable or incorrectly configured services can permit unauthorised command execution and, in several cases, privileged shell access. For each vulnerability, the report explains the weakness, exploitation process, observed result, security impact and proposed mitigation. Recommended controls include patching or upgrading obsolete services, disabling unnecessary services, implementing firewall restrictions, strengthening authentication and input validation, restricting access to authorised systems, applying least privilege and monitoring suspicious activity. The project also incorporates group management and reflective practice. Team members perform specialised roles covering laboratory configuration, reconnaissance, vulnerability analysis, exploitation and documentation. Individual reflection considers technical performance, teamwork, evidence management and future skills development, demonstrating how structured collaboration contributes to an effective penetration-testing engagement. Important: unlike the earlier assignment briefs, these uploads appear to be completed student/project materials rather than the official 7COM1068 assessment brief. Therefore I would not invent the university, academic level or academic year. If you upload the actual 7COM1068 assignment guideline, I can fill those fields exactly.
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Management / Business Management
5,000 words
Principles of Management: AstraZeneca Management Analysis and Skills Development Report
This Masters-level Principles of Management assignment examines the management practices, organisational environment and managerial functions of AstraZeneca plc. The assessment is structured as a 5,000-word management report in which the student acts as a business consultant and critically evaluates how management theories, concepts and practices contribute to organisational performance and value creation. The work requires the application of relevant academic literature alongside case-study evidence and independent research on AstraZeneca. The first part of the assessment considers key management theories and practices. Students are expected to examine how management contributes to AstraZeneca's success, apply an appropriate dimension of the Competing Values Framework, and select an additional relevant management theory. Suggested theoretical perspectives include Scientific Management, Bureaucratic Theory, Administrative Theory, Contingency Theory and Total Quality Management, although students are encouraged to select theories most appropriate to the organisation rather than applying every available model. The assignment also evaluates AstraZeneca within the global business environment. Frameworks such as LoNG-PEST or Porter's Five Forces may be used to analyse global, national and local influences, including significant opportunities and threats. Students then critically analyse an internal organisational challenge and consider how the core management functions of planning, organising, leading and controlling can be applied to address it. Supporting analytical approaches may include Value Chain analysis, VRIO and stakeholder analysis. A further component focuses on personal and professional development. Students complete a Personal SWOT analysis and construct a Skills Development Plan linked to future career aims. This is followed by a 500-word reflective statement examining personal management competencies, including self-management, problem-solving and decision-making. An appropriate reflective framework, such as Borton, Kolb or GROW, is applied to structure the reflection. Overall, the assessment integrates management theory, organisational analysis, global business considerations, managerial decision-making and reflective professional development. It is designed to demonstrate Level 7 critical analysis and the practical application of management concepts to a contemporary multinational organisation. The wider module covers management theories, stakeholder management, global management, planning and decision-making, human resource management, leadership, operations and finance for managers
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Business Management / Business Consultancy / Supply Chain Management
5,000 words
Digital Transformation for Sustainable Supply Chain Transparency at Unilever: Blockchain, IoT and AI
This MSc Business Consultancy Project requires students to undertake an evidence-based consultancy investigation addressing a strategically significant business problem within a selected organisation. The assessment is designed to replicate professional consultancy practice by requiring students to define a focused organisational challenge, critically analyse secondary evidence, apply relevant management frameworks, evaluate stakeholder implications and develop practical recommendations that create value for the client organisation. The final submission is a 5,000-word consultancy report, including a 500-word employability reflection. The reference project examines Unilever Plc and focuses on the challenge of improving transparency and traceability across its complex global supply chain. Particular attention is given to the potential application of Blockchain, Internet of Things (IoT) and Artificial Intelligence (AI) to support real-time traceability, predictive analytics, ethical sourcing, operational efficiency and sustainability performance. The project considers how digital transformation could support Unilever's sustainability objectives while responding to growing regulatory, environmental and stakeholder pressures. The consultancy report requires a structured analysis consisting of an executive summary, introduction, company/client overview, clearly defined business problem and consultancy focus, and detailed stakeholder analysis. Students then undertake an extensive data analysis and framework application section using two or three relevant theoretical models alongside credible secondary evidence, industry reports, company data, tables, charts or Excel outputs. Findings should be interpreted critically and linked back to appropriate strategic or management frameworks while incorporating ethical and sustainability considerations. The project concludes with three prioritised, actionable and evidence-based recommendations, including consideration of implementation risks, barriers and anticipated benefits. Students must also critically reflect on the employability skills developed through the consultancy project, including research, analysis, problem-solving, project management, communication, professional behaviour, ethical awareness and future career development. All academic and professional evidence must be cited using the Harvard Referencing System, with emphasis on credible and current sources.
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Computing / Artificial Intelligence / Digital Transformation / Management Consultancy
7,000 words
AI Readiness and Programme Adoption Strategy for the NewFutures: AI Programme at Northumbria University London
This postgraduate consultancy project focuses on developing an AI readiness, skills-development and programme-adoption strategy for students and recent alumni at Northumbria University London. The project supports the university’s participation in NewFutures: AI, a funded AI skills and career-readiness programme offering a four-week online course covering responsible AI foundations and specialist pathways in Marketing and Communications, Finance and Accounting, Business Operations and Logistics, Administration, and ICT and Technical Support. The central consultancy challenge is to understand the AI literacy, confidence, readiness and training needs of Northumbria University London students and alumni and translate that evidence into a practical implementation and outreach strategy. The client aims to reach approximately 12,000 students and recent alumni and support a target of 6,000 LMS registrations during the 2026–2027 programme period. The project requires primary and secondary research into AI readiness, demand for different AI-skilling pathways and barriers to participation such as awareness, time, perceived value and accessibility. The consultancy team is also expected to benchmark comparable initiatives and use research evidence to develop recommendations appropriate to different academic disciplines and student and alumni groups. The implementation component focuses on designing an evidence-based outreach and adoption campaign, including appropriate communication channels, messaging, timing, incentives, faculty engagement and stakeholder participation. Recommended channels may include email campaigns, newsletters, social media, student services, events, learning platforms and alumni communications. The project also requires an implementation timeline and indicative budget for the 2026–2027 programme period. The wider assessment develops professional consultancy capability through business and requirements analysis, research methodology, ethical research practice, practical implementation, testing and strategic recommendations. The project charter additionally establishes milestones for research design, data collection, analysis, report development, review and presentation, together with defined responsibilities for project management, data analysis, AI expertise and stakeholder communication. The individual component complements the consultancy work through critical reflection on personal contribution, skills development, decision-making, problem-solving, communication, collaboration, technical capability, innovation and continuous professional development.
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Artificial Intelligence
2,000 words
End-to-End Applied AI Development — Comparative Machine Learning and Neural Network Modelling on a Public Dataset
This assessment runs a complete applied AI development cycle end to end: problem definition, dataset selection, preprocessing, model building, optimisation, evaluation and critical reflection. Students identify a real-world problem themselves, formulate a research question from it, and source a suitable dataset from a recognised public repository such as UCI, Kaggle, Data.gov or OpenML. Dataset choice carries more weight than students expect. It must be genuinely suitable for supervised learning, complex enough to make preprocessing and feature engineering meaningful, and — critically — structured so that a traditional machine learning approach and a deep learning approach can be sensibly compared on it. A dataset too small or too clean makes the neural network component pointless; one too large or too noisy makes the whole pipeline unfinishable within the page limit. The source must be referenced and the choice explicitly justified against the research problem. The modelling requirement is fixed: at least two supervised machine learning models, plus one artificial neural network built in a mainstream deep learning framework, all trained and tested. The comparison between them is the analytical core of the work. Reporting that the neural network scored higher is not an answer; explaining why, in terms of the data's structure and each model's inductive assumptions, is. Marks are distributed across problem framing, the traditional models, the deep learning model, evaluation and critical analysis including responsible AI considerations, and academic communication. That responsible AI component is easy to overlook and is not decorative — it asks what the model's limitations mean for anyone who might rely on it. Presentation requirements are specific. The report is page-limited rather than purely word-limited, and every plot must be described in the text while also being legible enough to communicate on its own — a common failure is dense default library output pasted in without axis labels or scale. The implementation is documented in a notebook combining markdown and code cells so the development process is visible, not just the final result, and submissions typically include the cleaned dataset alongside the code. The strongest submissions treat the notebook and the report as one argument. Weaker ones produce a working notebook and then write a report that describes it, rather than a report that uses it as evidence. Our support on assessments of this type is guidance-based. Typical areas of help include: advising on whether a candidate dataset can actually support the required model comparison, explaining how to justify preprocessing decisions, clarifying which evaluation metrics suit which problem type and why accuracy alone is often misleading, showing how to structure a critical limitations and responsible AI discussion, checking Harvard referencing, and reviewing a student's own draft against the published marking criteria.
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Engineering and Professional Practice
3,000 words
Internship Reflective Report and Poster Presentation — Professional Practice in an Industry Placement
An internship module assessment asks students to convert a period of workplace experience into evidenced academic reflection. It is not a report on what the host organisation does; it is an account of what changed in the student's own understanding of their discipline as a result of working outside the taught programme. The written component typically runs to around three thousand words and is built in weighted sections. An opening section covers how the placement was secured — the reasoning behind the choice, the search and application process, and what that process itself taught the student. The bulk of the marks then sit on the reflection proper: what the student actually did, how existing disciplinary knowledge held up when applied in an unfamiliar setting, and where gaps appeared. A final section addresses personal and professional development, supported by specific examples rather than general claims of having "grown in confidence." The second component is a short poster presentation summarising the placement and its learning, delivered live. Posters are assessed on professional presentation, clarity, correct referencing and balance — students commonly over-fill them with text that a viewer cannot read at presentation distance. Formatting requirements on this type of assessment are unusually prescriptive and carry marks: a cover page with name, student ID, tutor name and declared word count; a table of contents; page numbers; captions on every figure and table; specified font, size and line spacing; numbered headings; and a strict file-naming convention. Marks are lost here for no reason other than inattention. Note also that in-text citations and quotations usually count toward the word limit even when tables and references do not, and markers may simply stop reading once the limit is exceeded by more than the allowed margin. The defining challenge of reflective assessment at this level is criticality. Rubrics consistently distinguish description from evaluation: recounting tasks performed scores at the lower bands, while analysing why something was difficult, what it revealed about a gap in preparation, and what will be done differently scores at the top. Reflective frameworks give this structure, but they must organise genuine experience rather than substitute for it. This assessment is inherently personal — the content derives entirely from the student's own placement. Our support is therefore confined to guidance: explaining what distinguishes descriptive from critical reflection with worked examples, showing how a reflective framework structures a section, advising on poster layout and information density, checking formatting and referencing against the specification, and reviewing a student's own completed draft against the published rubric.
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Entrepreneurship and Business Start-up
5,000 words
Enterprise Start-up Portfolio — Business Plan, Fundraising Strategy and Entrepreneurial Self-Assessment
An enterprise start-up portfolio assessment asks students to originate a business idea and build the full supporting case for it, then present that case both in writing and as a recorded investor pitch. It is a pass/fail module structure in which every component must be passed individually — a strong business plan cannot compensate for a weak pitch, or vice versa. The written portfolio divides into two unequal halves. The larger part is the business plan itself, built to a fixed section structure with prescribed word allocations: an executive summary; the business idea set against an identified market gap, with market research and competitor analysis; customer profiles and segmentation; product development; marketing and communications; financials and business models covering costing, pricing, sales and revenue; and the founding team with its core competencies. The word allocations are not decorative — financials carry the single largest weighting in both the word budget and the marking rubric, which tells students where analytical depth is expected and where concision is. The smaller part is reflective. It covers the fundraising strategy — which funding sources are realistic for this venture, and how each would be targeted, approached and secured — and the student's own entrepreneurial tendency, informed by a standardised self-assessment instrument taken online. The rubric here rewards critical self-reflection over description: reporting a test result scores poorly; interpreting what the result means for how this founder should build a team and where they need support scores well. The pitch component is assessed on visual and audio quality, content and message, comprehension, delivery, and evident preparation. Technical execution carries real marks, which students routinely underestimate. Two things separate strong submissions. The first is internal consistency: the revenue model must follow from the pricing, the pricing from the customer segment, the segment from the identified gap. Plans that read as seven separate essays under seven headings lose marks even when each section is individually competent. The second is specificity in the financials — costing assumptions stated and justified, rather than round numbers presented without derivation. Note that assessments of this type commonly require the student to retain all drafts and earlier versions of their work, and to sign a detailed declaration itemising exactly how any AI tools were used. Our support on assessments of this type is guidance-based. Typical areas of help include: explaining what a market gap argument needs to be credible, showing how competitor analysis should be structured rather than listed, clarifying how costing and pricing assumptions should be built and presented, reviewing whether a fundraising strategy matches the venture's actual stage, explaining how reflective writing is assessed at postgraduate level, and checking a completed draft against the published rubric.
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Professional Development & Employability
2,100 words
Professional Development & Planning Portfolio — SWOT, Career Plan, UK CV & Interview Reflection
A Professional Development and Planning portfolio is a Level 7 employability assessment that asks postgraduate students to evidence their own professional growth rather than analyse an external case. It typically integrates three connected components into a single submission: a critical self-analysis with a forward-looking career plan, a set of job-application documents, and a reflective account of a practical employability exercise such as a recorded mock interview. The first component combines a SWOT analysis with a structured career development plan. Students are expected to move beyond listing traits, and instead show how each strength, weakness, opportunity and threat actually shapes their short- and long-term trajectory. Established reflective frameworks — Gibbs, Kolb, or comparable employability models — are commonly used to give the self-analysis theoretical grounding. The plan that follows usually requires a career vision, two or three SMART goals derived directly from the SWOT, an action plan with resources and timelines, and a strategy for reviewing the plan over time. Marks are lost most often where the components sit side by side without integration: a SWOT that never feeds the goals, or goals that are specific in form but generic in substance. The second component is a UK-format CV and a targeted cover letter for a real advertised role. UK conventions matter here — no photograph, no date of birth, no full address — alongside a concise personal statement, achievement-focused bullet points rather than duty lists, and visible evidence of research into the employer's values and strategic direction. The cover letter is expected to argue for candidacy rather than restate the CV, and is normally capped at one page. The third component is a reflection on a recorded practice interview, written against the platform's own scored feedback on speech rate, filler words, self-positioning and answer structure. Because this reflection must respond to individual results, it is inherently personal and cannot be written generically. Our support on this type of assessment is structured around guidance rather than production. Typical areas of help include: explaining what distinguishes a descriptive SWOT from an analytical one, showing how SMART goals should trace back to identified development needs, reviewing CV and cover letter formatting against UK employer expectations, clarifying how reflective models are applied at postgraduate level, and checking a completed draft against the assessment's own marking criteria before submission.
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