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Muhammad Ashraf Bin Tajuddin completed Supply Chain Optimization with SAP Business AI

  • Verified
  • Issued 31 October 2026

What Muhammad demonstrated

Built a credible SAP Business AI rescue plan for a fictional manufacturer: identified the true supply-chain bottleneck, specified a Joule-style copilot that reads live supplier and inventory signals, and defined clear human-in-the-loop guardrails. The candidate also produced a defensible ROI case and a board-ready pilot ask with a concrete success metric: cut detection-to-mitigation to under one day.

  • Leakage-Free Prioritization
  • Human-in-the-Loop Copilot Design
  • Defensible ROI Sizing
  • Executive Framing with Bounded Ask

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