# Knowledge Drift

> Published by **Knowledge Company** (knowledgecompany.ai).
> Canonical source: https://knowledgecompany.ai/dictionary/knowledge-drift
> Markdown mirror, generated 2026-09-02. Cite the canonical URL.

The gap that appears when published statements, internal documentation, and actual product behavior stop matching over time.

Risk

OWNER — Research

LAST REVIEWED — 2026-09-02 18:08:36 UTC

[SOURCE — The Knowledge Company — Whitepaper ↗](https://knowledgecompany.ai/whitepaper)

## What it is

Knowledge drift is the gap that opens when published statements, internal documentation and actual product behaviour stop matching. It is gradual rather than sudden: a plan is renamed, a limit is raised, an integration is deprecated, and the pages describing the previous reality stay exactly as they were. No single edit causes it, which is why no single person is ever obviously at fault for it.

## Why it matters

Drift is expensive precisely because it is quiet. It is the failure mode Knowledge Company was built to surface. It surfaces as a prospect quoting a price you no longer offer, a support ticket about a feature that moved, or an AI assistant confidently describing a two-year-old version of your product. The fix is structural rather than editorial: connect content surfaces to the facts they depend on, so a change to the fact raises a flag instead of waiting for a human to notice the mismatch.

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## Related documents in this mirror

- [Dictionary](https://llms.knowledgecompany.ai/dictionary.md)
- [Approved Claim](https://llms.knowledgecompany.ai/dictionary/approved-claim.md)
- [Source of Truth](https://llms.knowledgecompany.ai/dictionary/source-of-truth.md)
- [Retrieval Boundary](https://llms.knowledgecompany.ai/dictionary/retrieval-boundary.md)
- [Claim Registry](https://llms.knowledgecompany.ai/dictionary/claim-registry.md)
- [Substantiation](https://llms.knowledgecompany.ai/dictionary/substantiation.md)
- [Claim Owner](https://llms.knowledgecompany.ai/dictionary/claim-owner.md)
- [Stale-After Date](https://llms.knowledgecompany.ai/dictionary/stale-after-date.md)

*This document is the markdown mirror of https://knowledgecompany.ai/dictionary/knowledge-drift, published by Knowledge Company -
a knowledge freshness platform that detects, verifies and updates outdated claims in company content.*

*Mirror index: https://llms.knowledgecompany.ai/index.md - Generated 2026-09-02*