4 Procure to Pay AI Agents, Live in Production.

Requesters do not go around the catalogue out of mischief. They go around it because it is worse than the alternative: the item is not in it, or it is in it three times under supplier part numbers, or the description is a manufacturer code that tells them nothing, so they raise a free-text request and buy from whoever they used last time. Every one of those decisions is rational and every one of them undoes a negotiated price. The fix is not policy enforcement — that argument has been running for twenty years and the catalogue still loses. The fix is making the catalogue good enough that using it is the path of least resistance, which is a content and data problem, and content and data work is exactly what never gets resourced.

These four agents do that work. Catalog Compliance checks a supplier’s proposed catalogue against your procurement policy before it goes live, so an item priced off-contract or requiring approval never becomes a one-click purchase. Catalog Content Generation rewrites thin item descriptions into consistent copy a requester can actually choose from, using only the attributes present in the source and naming the ones that are missing rather than filling the gap with plausible text. Master Catalog Integration maps a supplier’s list onto your schema and hands back the load payload without loading it, with unmapped fields flagged. Requisition Validation and PO Generation then takes the demand side end to end — validation, budget, routing, and a purchase order payload ready for the ERP — while sending the non-standard ones to a person with the reason attached.