Solutions / Engineering Principles
The Model Is Only
The Beginning.
Production intelligence depends on the system around the model: the context it can access, the work it can coordinate, the actions it is permitted to take, and the evidence available when something goes wrong.
5-STAGE FLOW
01 Understand (Contextualise) → 02 Reason (Analyse & Plan) → 03 Decide (Evaluate & Govern) → 04 Coordinate (Delegate) → 05 Execute (Act & Verify). Every decision grounded. Every action traceable.