What changed
Knowledge without versions can create inconsistent AI answers when policies change.
In AI-assisted support, stale context is one of the most frequent causes of bad outputs.
Why it matters
Versioning is the memory layer of AI systems. Workflow signals matter when they shorten the path from demand to delivery, not merely when they add another tool name to the list.
Knowledge-base teams, customer support, AI assistants should use the signal to decide what must be clearer for users, buyers, or operators before the next page, workflow, or offer is shipped.
What to check
Attach version, editor, and scope tags to every policy change.
Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production.
What needs verifying
Unversioned docs increase answer inconsistency and user complaints. The original source remains linked so readers can separate the announcement from this site's interpretation.