What Ninaad demonstrated

Built a credible supply-chain rescue plan for a single-sourced manufacturing bottleneck: identified the real constraint, quantified the idle-line cost, and designed a Joule-style copilot that surfaces the best next action from live SAP signals. The plan includes explicit human-in-the-loop guardrails, a defensible €96,000 savings estimate, and a board-ready pilot ask with a measurable success target.

• Leakage-Free Bottleneck Diagnosis
• Human-in-the-Loop Copilot Design
• Defensible ROI Framing
• Executive Board Communication