Building an AI-first TPRM program
My proposed operating model: structured intake, organized evidence, a clear methodology, and analyst validation.
Originally published on LinkedIn on June 15, 2026. This is a short reading note; the full article is linked below.
Faster document review is only one application of AI in third-party risk management. My article explores a broader question: how would I design the operating model if I were starting today?
The proposed approach connects standardized intake, organized evidence, explicit assessment rules, AI-assisted first review, analyst validation, findings management, and monitoring. It is a proposed architecture, not a claim that this entire system is already deployed.