#AIGovernance

Your AI is Only as Reliable as Your Worst Copy: Data Provenance, Version Control, and the Six-Resume Problem – E138

Universal search was designed to bring you the universe. So is your AI assistant. Lee and Maura take on the two questions they left hanging last episode: how do you know which version is the last one, and how do you know your data is reliable? AI-ready data turns out to be the same problem, it is not solved by searching harder, and in 2026 it carries a regulatory clock.

Contract Data Governance: Why AI Alone Won’t Fix Conflicting Terms – E130

Episode 130 – When a company acquires another business, it inherits a tangled web of contracts — each with its own payment terms, clauses, and conditions. Contract one says 30 days, contract two says 45, and contract three says you never have to pay. So what happens when you point AI at this mess? In this episode of What Counts, we explore why contract data governance must come before AI deployment. AI is a powerful governance accelerator, but only when organizations harmonize their terms, configure their systems, and maintain human oversight every step of the way.

Episode length: 00:17:12

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