Diagnose, Position, Shape, and Transform are not four boxes on a consulting slide. They are controls applied to the business that already has to perform.
The controls are applied to the business that already has to perform. Each movement changes the conditions for the next.
The IMO is metered as an operating system: people, cases, decisions, handoffs, data, delay, and responsibility. Symptoms do not receive software. The root constraint receives a diagnosis.
A wrong diagnosis makes every correct build irrelevant.
AI placed without context creates confidence in the wrong output. Positioning defines where a tool belongs, what information it may use, where a human must intervene, and what cannot be delegated.
Understand the people, process, data, and obligations surrounding the tool.
Name what the system may decide, assist, surface, or never touch.
Keep a responsible person attached to every consequential output.
Output no one understands is output no one owns. SP+ must make work inspectable, correctable, and transferable. The system serves the operator. It does not become an unchallengeable black box.
AI-powered means a feature was added. AI-native means the architecture of the work changed. Transformation is not declared when SP+ runs. It is demonstrated when the operation works differently because SP+ is part of it.
The deliverable must survive contact with the business.
Every prospective system eventually becomes part of the operating foundation. Once it does, the work is measured again. New constraints surface. The next cycle begins without pretending the future has stopped moving.