What Ashley demonstrated

Built a credible supply-chain rescue case for a fictional SAP manufacturer: identified the true bottleneck as a single-sourced critical component with only ~2 weeks of cover, quantified the idle-line cost at about €120,000 per day, and designed a Joule-style copilot that surfaces the best next action from live supplier and inventory signals. The solution includes clear human-in-the-loop guardrails, a defensible €134,000 savings estimate from the stated levers, and a concise board pitch with a bounded 2-person, 60-day pilot ask.

• Leakage-Free Problem Diagnosis
• Human-in-the-Loop AI Guardrail Design
• Defensible ROI Framing
• Executive-Level Business Communication