White paper In preparation

Closing the loop: keeping training current with its source

Why training libraries drift from the documents they teach, what it costs, and how scene-level traceability and change-aware rework stop it.

• The real cost of whole-video rework
• Why per-video traceability isn’t enough
• Safety omissions: the defect nobody counts
• A practical model for governed training content