The intellectual framework
The AI Transformation Framework
Four working papers by Farooq Adam that form a coherent, interconnected argument for why AI transformation demands a complete rebuild — of roles, identities, and organisations.
How the framework connects
01
Clock Speed establishes the urgency. The tempo of work has changed. Organisations that cannot match the new clock speed will be replaced.
02
Singularity of Job Roles explains what is changing. Specialist titles are collapsing. One person can now do what required an entire team.
03
Naive, Native, Nirvana maps how individuals progress through AI maturity — and where they get stuck in the Native Trap.
04
K-Shaped Organisation reveals the organisational consequence. A small group pulls away at 100x. The middle is hollow. The K-shape is already forming.
These frameworks are the starting point
The session is where they become specific to your organisation. Farooq will assess where you sit on the 3N spectrum, diagnose your K-shape, and help you define the clock speed your business needs to operate at.
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