AI agents amplify outdated rates 100x before anyone notices

The instinct is to build more review capacity, fast. It doesn’t work. A knowledge manager can thoroughly review 350 to 600 documents. Your organization needs 5,000 to 15,000. Coverage stays stuck at 8 to 12% no matter how many reviewers you add, while AI cuts the half-life of your documentation in half. The Knowledge Accuracy Gap, a new ebook from Guru, explains why manual review won’t work and the two-layer architecture teams are using instead.

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