Every bureau publishes data in Metro 2 — the unglamorous format every furnisher reports in, every month, on every account. The consumer report you read is the summary. The Metro 2 file underneath is where the contradictions live. CHAI parses both, and the difference is what we work with.
That changes what we can challenge. Field-level drift across bureaus, account-status conflicts, ownership ambiguity, identity-block candidates — the kind of error that hides in the plumbing and never shows up on a printed report — reads clean to the engine and weak in front of a §611 investigator.
When something is wrong, the letter that ships names the Metro 2 field by number and the statute by section. Bureaus argue with template letters all day. They have a harder time arguing in their own vocabulary.