What Mara demonstrated

Built a supply-chain rescue concept end to end for a fictional SAP manufacturer: diagnosed the true bottleneck as a single-sourced critical component with only ~2 weeks of cover, designed a Joule-style copilot that surfaces the next best action from live SAP signals, and defined clear guardrails so high-value or irreversible decisions stay with humans. Also sized a conservative payback and delivered a board-ready pilot ask with a measurable success target.

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