What Aishah demonstrated

Built a tightly scoped supply-chain rescue plan for a German manufacturer: identified the true bottleneck as a single-sourced critical component with roughly two weeks of cover, designed a Joule-style copilot that recommends the next best action with human approval guardrails, and quantified a conservative payback from days recovered plus avoided expedite cost. The board pitch was crisp and decision-oriented, ending in a specific 2-person, 60-day pilot ask with a measurable success target.

• Leakage-Free Problem Diagnosis
• Human-in-the-Loop Copilot Design
• Defensible ROI Estimation
• Executive Communication