AI opportunities

Semantic staleness judgement

Checking whether content's terminology or described practice still matches how the organisation currently operates, not just how long ago it was reviewed.

Technique

LLM compares a content item against more recently verified, related content for terminology or practice drift.

Open source tool

LLM API with access to related recently-verified content