CASE STUDIES / EXECUTIVE PRESENTATIONS

Make the analysis useful to the decision.

Selected presentation samples illustrating how business questions become structured analysis, concise reporting, explicit assumptions, and practical management actions.

Retail performance Pricing & unit economics

01 · BUSINESS PERFORMANCE ANALYSIS

Retail Sales Performance Diagnostic

A management-facing narrative for investigating a counter-intuitive performance pattern: revenue declines despite an increase in unit volume. It demonstrates metric checks, evidence-led diagnosis, and a time-boxed follow-up plan.

SKILLS DEMONSTRATEDBusiness analysis

KPI definitions, data-quality checks, revenue-driver investigation, and decision framing.

EXECUTIVE OUTPUTAction framework

Separates observed movements from hypotheses and specifies what should be validated next.

Evidence note: this is a synthetic portfolio case. The source figures include a revenue/units/average-selling-price reconciliation issue, so the sample treats it as a metric-definition check instead of claiming a verified causal driver.

02 · COMMERCIAL & FINANCIAL DECISION SUPPORT

Pricing, Unit Economics & Scenario Planning

A structured commercial decision brief that brings price, volume, variable cost, contribution, break-even, and ROI trade-offs into one view. It compares alternatives, exposes sensitivities, and recommends a controlled test before scaling.

SKILLS DEMONSTRATEDQuantitative reasoning

Unit economics, scenario comparison, break-even calculation, and sensitivity analysis.

EXECUTIVE OUTPUTDecision criteria

Highlights which assumptions need validation before a pricing change is approved.

Evidence note: the figures are hypothetical scenario inputs for a fictional commercial example. They are not observed company results, client outcomes, or a demand forecast.