video1.0<iframe src="https://www.loom.com/embed/9393ed602b2142c1bf8a2c22e50f90ed" frameborder="0" width="1920" height="1440" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14401920Loomhttps://www.loom.com14401920https://cdn.loom.com/sessions/thumbnails/9393ed602b2142c1bf8a2c22e50f90ed-a4d005a00ac151cc.gif378.781This Loom explains a supply-chain procurement “chief of staff” agent that helps pharma companies source chemicals during shortages. The speaker describes how U.S. procurement is slowed by opaque pricing, slow coding, long lead times, and manual P.O. approval loops, and notes the business impact as about 1.3 billion dollars across revenue and multiple suppliers. The agent runs every 30 minutes per site via Telegram, uses parallel negotiations to find and compare compliant suppliers, enforces a 25k buying limit, and learns from each mission, including QA-related structure checks and forecasting lead lag time. A multi-agent architecture with a planner and agents for scouting, negotiating, judging, and approval retries on faults and uses reward signals tailored to client needs.