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Real-time Database Sync
Operations Management / Business Simulation / Process Improvement 3,500 words

Operations and Simulation Analysis: Sam’s Sandwich Shop

This operations-management portfolio uses the Sam’s Sandwich Shop case study to examine service-process performance, simulation modelling, resource planning and operational improvement within a busy takeaway food environment. The case concerns a small sandwich outlet located in the departure lounge of Heathrow Airport Terminal 5, where rising terminal capacity is expected to increase customer demand over a five-month period. Students investigate how the store’s current sandwich assembly and service process performs under this growing demand and identify opportunities for operational improvement. MGT4924 Assignment instructions… The assessment consists of three related tasks. Task 1 – Arena Simulation Model requires students to develop a valid and functioning discrete-event simulation of the current system using Arena Simulation software. The model must accurately represent customer arrivals, ordering and payment, movement between the service counter and sandwich assembly area, preparation of meat, cheese and vegetarian sandwiches, resource constraints, queues and the possibility of sandwiches being rejected and remade. A commentary of up to 500 words must be included within the model to explain its main components and operation. MGT4924 Assignment instructions… MGT4924 Assignment instructions… The case provides defined operational resources, including three servers, two cash registers, one meat counter, one cheese counter and one vegetarian counter. The same server completes the full customer-service cycle, and customers join a single FIFO queue when both a server and cash register are not immediately available. The simulation must run for one week, equivalent to 168 hours, using multiple replications. MGT4924 Assignment instructions… Task 2 – Simulation Report requires a professional 1,000-word report analysing the system’s performance across the five-month period using results generated from the simulation study. Students must conduct experiments to determine suitable resource levels for each month and provide justified recommendations concerning the number of resources required for optimal operational performance. Tables and figures must be created independently in Excel rather than copied directly from Arena outputs. MGT4924 Assignment instructions… Task 3 – Operations Report requires a 2,000-word critical report examining two operations-management concepts in the context of Sam’s Sandwich Shop and the wider takeaway-food sector. Students analyse how the selected concepts are or could be implemented, identify associated operational problems and impacts, evaluate potential solutions, and consider relevant tools, techniques, methods and emerging technologies that could improve performance and competitive advantage. Two detailed and justified recommendations must be provided for each selected concept. MGT4924 Assignment instructions… Overall, the portfolio integrates discrete-event simulation, process analysis, resource optimisation, operational performance measurement and evidence-based operations-management decision making. Strong submissions are expected to move beyond simply reporting simulation outputs by critically analysing performance, evaluating experimental results, presenting high-quality data visualisations and producing logical, well-justified operational recommendations. MGT4924 Assignment instructions…

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Digital Marketing / Marketing Analytics 2,483 words

Digital Marketing Analytics (BS783) — GA4 Performance Analysis and 90-Day Campaign Strategy for the Google Merchandise Store

This Level 7 report positions the writer as a digital marketing consultant engaged by the Google Merchandise Store, a live e-commerce operation. All quantitative work is drawn from the public GA4 Analytics Demo Account, so the analysis rests on real platform data rather than invented figures, and the report is structured in two halves that move from diagnosis to prescription. Part A is research and analysis. It opens by defining and evaluating the role analytics currently plays in shaping the store's digital marketing strategy — what is being measured, what that measurement is used for, and where the strategic gaps sit — grounded in marketing performance-measurement literature rather than description of the interface. The tactical analysis then assesses how effectively the store's digital channels and social content drove traffic and conversions across two defined quarterly reporting periods. Performance reporting follows, comparing the two periods in detail to identify the strongest customer segments, acquisition channels and products, and — more importantly — offering a reasoned explanation for why performance differed between them, distinguishing seasonality and campaign activity from genuine structural change. Part B turns to campaign strategy for a niche lifestyle market segment. A customer persona is developed and supported by the behavioural evidence visible in the GA4 data rather than asserted demographics, and a full journey map traces that persona from awareness through consideration, conversion and retention, identifying the friction points at each stage. Strategic recommendations then propose specific enhancements to channels and content aimed at that audience, each justified against the performance evidence from Part A and against the competitive landscape the store operates in. The final section builds the measurement architecture for the proposed campaign over the following ninety days. It sets goals and performance management parameters, selects the tools and metrics that will track them, defines the reporting cadence and the decision thresholds that trigger optimisation, and places particular weight on measuring return on marketing investment — connecting spend to sales, leads and customer satisfaction rather than to vanity engagement figures. Attribution limitations and the practical constraints of GA4 measurement are acknowledged where they affect confidence in the numbers. Throughout, screenshots and exported GA4 reports evidence the claims made, academic and practitioner sources support the analytical framing, and Harvard referencing is applied consistently. The submission is a single file through Turnitin.

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