What Soham demonstrated

Built a focused supply-chain rescue proposal for a German manufacturer: identified the true bottleneck as a single-sourced critical component with only ~2 weeks of cover, quantified the production risk, and designed a Joule-style copilot that surfaces the next best action from live supplier and inventory signals. The plan includes clear human-approval guardrails, a defensible €134,000 savings estimate, and a bounded 2-person, 60-day pilot with a measurable detection-time target.

• Leakage-Free Problem Diagnosis
• Human-in-the-Loop AI Design
• Defensible ROI Sizing
• Executive Communication