Future of Work

Field-tested writing on the future of work: AI org design, middle management collapse, AI-augmented teams, and what comes after.

Articles in this topic

• Will AI replace middle managers? What actually goes, and what a 50-person company should do about it

  Middle management is two jobs in one title. AI takes the routing half. Cut the layer as one headcount line and you delete both.

• Why AI Rollouts Fail: It's Your Org Chart, Not Your Tools

  Five different post-mortems, one cause. You bought a tool and kept the structure, and the structure decides whether the tool becomes how work happens or something people do on the side.

• The Apprenticeship Crisis: How AI Removed the Rung People Climbed

  The bottom rung was never only work. It was the training ground. Automate it and you remove the mechanism that manufactures the seniors you will be trying to hire in 2032.

• The Third Great Restructure: How Many Managers You Actually Need

  Management is two jobs sharing one title. AI is automating one and making the other harder. Cut the layer as a single budget line and you delete both.

• ORBIT: The Five Functions Every AI-Augmented Team Needs (And Why Most Are Missing Two)

  Every AI-augmented team needs five functions covered: Orchestrate, Run, Build, Influence, Translate. Most are running with two or three. Here is the full framework.

• The Hourglass Collapse: Why Middle Management Cannot Survive the Bottom Layer's Disappearance

  The bottom layer of white-collar work is being automated. Middle management was always load-bearing on it. Here is the org chart that comes next.

Other Topics

• AI Strategy for Founders & Operators | Taufiq uz Zaman
• AI-Augmented Teams
• AI Org Design