Series · 6 parts
The Organization After Cheap Intelligence
A six-part executive series on what actually changes when machine intelligence gets cheap: four organizational costs fell, four rose, and the resulting structure is a choice rather than a default.
In this series
All writing- The Org Chart Was Built for Expensive InformationEvery layer, span, and approval gate is a priced response to expensive information. Four of those costs fell and four rose, which makes the structure mispriced rather than obsolete, and mispriced structures get re-derived rather than cut.
- Ten Times the Output Into the Same Approval QueueSuperworkers are a start, but not enough. Task productivity becomes organizational productivity only when the work can be verified, accepted, and moved through the rest of the system.
- Don't Ask Employees Where to Put AI. Ask Where the Work Breaks.Local knowledge finds the constraint. Co-design decides what replaces it. The people closest to work hold evidence no process map contains, but no single vantage point owns the full architecture. Redesign works when witness and architect are roles in a governed decision, not ranks in a hierarchy.
- AI Is Coming for the Coordination Work, Not Necessarily the ManagerThe exposed unit is not the manager as a whole. It is the coordination bundle inside management: routing, synthesis, monitoring, and status movement. What remains is judgment, coaching, conflict, sponsorship, and accountability, and the organizational shape is still a choice.
- Fewer Approvals, Stronger ControlsAn approval is not a control, and volume is about to prove it. Cheap intelligence exposes the conflation, and what replaces the signature is a layered architecture with a named, equipped human owner.
- Start With the Decision. Remove the Handoffs.Task-level thinking produces tool adoption and a queue. Decision-level thinking produces a structure. The decision is the unit of redesign: a named owner, a continuous evidence loop, a written escalation condition, a learnable ledger, and autonomy extended only on evidence.