What Samruddhi demonstrated

Built a supply-chain rescue plan around the real constraint: a single-sourced critical component with only ~2 weeks of cover. Designed a Joule-style copilot that reads live supplier-health and inventory signals, surfaces the next best action for human approval, and uses clear guardrails to keep high-value or irreversible decisions escalated. Sized the case with an honest euros-saved estimate and packaged it into a concise board pitch with a bounded pilot ask.

• Leakage-Free Problem Diagnosis
• Human-in-the-Loop Copilot Design
• Honest ROI Framing
• Executive-Level Prioritization