What Abdul demonstrated

Built a practical supply-chain rescue concept for a fictional SAP manufacturer: diagnosed the true single-source bottleneck, quantified the idle-line cost, and scoped a Joule-style copilot that surfaces the next best action from live supplier and inventory signals. The plan includes clear human-approval guardrails, an honest payback estimate, and a board-ready pilot ask with a measurable success target under one day.

• Constraint-Aware Problem Framing
• Human-in-the-Loop Copilot Design
• Defensible ROI Estimation
• Executive Narrative Structuring