What Azeemah demonstrated

Built a structured profit-paradox analysis by framing hypotheses around cost, revenue, and pricing; mapping KPI drivers to the right business levers; and identifying the key margin pressure points in category and region. Produced a concise executive recommendation set focused on logistics, discount governance, factory utilisation, and raw-material cost control, with a dashboard concept centered on KPI, regional, and bridge views.

• Structural Hypothesis Formation
• Driver-Based Business Analysis
• Prioritised Recommendation Design