What Ayush demonstrated

Built a supply-chain rescue plan for a fictional SAP manufacturer by identifying the real single-source bottleneck, quantifying the idle-line cost, and designing a Joule-style copilot that recommends the next best action with human approval guardrails. Also produced a defensible ROI estimate, a localization-aware India transfer call, and a concise board pitch with a bounded 60-day pilot ask and a success target of sub-1-day detection.

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