AI Is Not the Hard Part: Defining Your AI Ambition

AI ambition has four dimensions.

• Agency
• Autonomy
• Process coverage
• Adoption

Architect for how change actually arrives and to enable agentic work.

Crossing the point of no return should be a conscious decision.

Shift from application reuse to capability reuse.

Agent = model + harness, so know what to rent, build and own.

Start where results can be verified.

Human readiness usually lags AI readiness.

Not everything needs an agent.