Make AI Cross-Reference Three Documents Before You Renew a Supplier

One file, three documents: annual-report excerpts, a news digest, and an ESG risk summary for a fictional supplier. Paste it into any AI tool to follow along.

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Your chemicals contract expires in 60 days. You're the category manager for Aethon Chemical Industries — $4.2M a year, seven years running, no quality complaints — and your procurement director wants a financial health screen before he approves a three-year renewal. His only instruction: "Something about their CFO leaving doesn't sit right." Your job is to turn a hunch into a one-page assessment he can act on — by Thursday.

Three documents are on your desk: annual-report excerpts, a news digest, and an ESG risk summary. On the surface, every one clears the bar. And if you paste them into an AI tool with a one-line prompt — "is this supplier healthy?" — the AI catches individual red flags (falling cash flow, rising debt, governance turnover) and adds conditions to the renewal. In our four real runs (2026-07-02), none of the four tools rubber-stamped a three-year deal.

Useful. But incomplete. In those same four runs, none ran the quantified 24-month coverage test that shows ~$108M needs refinancing. None connected the governance collapse to the debt cliff to the bond price as a single sourced pattern. None produced the sourced, cross-document risk assessment a director can act on without translation. Those appeared — from the same tools, the same documents — only when the prompt told the AI to cross-reference.

This lesson teaches you how to write that prompt. And how to grade what comes back.

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