Challenge
As AI editing was introduced, similar actions were described differently, while different levels of impact were expressed with similar wording. In a high-stakes workflow, this blurred responsibility and led to repeated debates driven by preference rather than meaning.
Decision
Replaced subjective wording with a structured language system that maps actions to levels of commitment. Exploratory actions remain reversible, operational edits are intentional, and governance steps carry formal accountability. This makes responsibility explicit in AI-assisted actions and removes ambiguity at the source.
The image is comming soon.