Frameworks
Frameworks
Three connected models for what happens when AI agents join the engineering workforce. Read them in order: the system, the gap it creates, and where that gap opens.
The AI Engineering Production System
The system through which intent becomes validated business change, and where to look when AI raises production capacity.
The Absorption Gap
The distance between the production capacity an organisation now has and the capacity it can actually absorb.
The AI Engineering Capacity Map
Nine capacities, one per step of delivery, showing where the gap opens and where work waits.