A delivery lands 20 units short. The paperwork says everything arrived. So who's allowed to fix that, and how much should an AI agent get to decide on its own?
I built ProofLoop to answer that properly, not as a demo, but as a real design pattern for enterprise agents: what evidence they're allowed to use, what action they can take, when they pause, and why a human still holds the line on money. Wrote up the full pattern here for Google Cloud's All Things Agentic Hackathon: https://www.linkedin.com/pulse/20-unit-mystery-what-missing-carton-teaches-us-enterprise-acis-gah3c
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