Long-form essays on AI, workforce architecture, and the operating-model redesign every large organisation is now being asked to do.
Most of what gets written about AI and work is either breathless or alarmist. This is neither. These pieces draw on twenty-plus years inside the workforce architecture of Fortune 500 and ASX Top 200 organisations — across APAC, the US, and EMEA — and on the operating-model redesign work currently underway with clients. The aim is to be honest about what is hard, specific about what works, and useful to leaders making the decisions.
A three-essay series on where AI value lands — and the operating model design that captures it. Where the work changes, the value follows.
Six structural moves to overcome the organisational immune system. Named posture, board coalition, redesigned incentives, embedded Black Belts, governed AI, and a founder-level commitment that makes the direction of travel irreversible.
Read the essay →The four-layer business case. The functional map at the use-case level. The 5B workforce architecture (Build, Buy, Borrow, Bot, Bundle). The Black Belts who build it. And why the absorption problem is now the market.
Read the essay →Companion essays. Different angles on the same shift.
Every large organisation accumulates layers of process, governance, and incentive structure designed to protect stability. AI transformation is, by definition, unfamiliar. So the immune system does its job — and neutralises it.
Read the essay →The gap between organisations that embrace AI and those that don't gets the attention. But there's another divide — the one forming between individuals inside the same organisation. Less visible. Arguably more consequential.
Read the essay →More thinking.
Less jibber-jabber.
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