Interpretation
Use AI where ambiguity is real: messages, documents, images, voice and operational context.
GZP is an operational control layer for work that crosses models, rules, people and systems of record.
Map this opportunity →A model response is not an operating outcome. Production work also needs policy checks, authority, exception ownership, system boundaries and a reliable record of what happened.
Each layer has a clear purpose, boundary and decision owner.
Use AI where ambiguity is real: messages, documents, images, voice and operational context.
Apply business rules, thresholds, entitlements and data checks before an action is allowed.
Route material exceptions and high-risk decisions to the right person with context attached.
Connect decisions to enterprise actions and outcome evidence—not just model activity.
Rules decide whether work can proceed, pause or enter review.
Material ambiguity and high-risk actions enter a controlled state.
Decision context, action and outcome remain visible.
Every material action needs a visible decision path: what the model understood, what policy allowed, who approved, what system changed and whether the intended outcome was achieved.