What Roe demonstrated

Built a structured profit-paradox analysis that started with hypotheses and a KPI driver map, then moved into pivot-based insight generation, a quantified recovery forecast, and prioritized executive recommendations. The work shows strong business framing, clear identification of margin pressure points, and the ability to translate analysis into board-level actions and a concise executive verdict.

• Structured Hypothesis Formation
• KPI Driver Mapping
• Business-Driven Prioritization
• Executive Synthesis