The new org chart for agents?
Agents work vertically; integrating increasingly sophisticated tasks from idea to deployment, while our organisations remain stubbornly horizontal; task distribution, reviews, sign-offs, and steercos. This mismatch is the biggest blocker organisations face when trying to absorb the exponential capability of agents.
But there are organisations integrating agents successfully; by using kanban and kaizen, building skills in delegation and discernment, running root-cause analysis, and growing organisational memory from conversations and actions.
Sound familiar? It should, because the new org chart for agents dusts off the practices of lean, agile, and well-established leadership principles.
This site connects these observations into a 3-part framework; diagnosis, skills, and infrastructure, and uses agents to find and evaluate examples where this is happening, if it's helping, and whether the evidence holds up over time.
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01The diagnosis
Agents' capabilities are increasing exponentially. Can organisations absorb and cope?
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02What people need
New skills are driving agent outcomes, but create a new problem.
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03Management as infrastructure
The forgotten management practices helping agents thrive.
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04How this works
See how the agents powering this site are applying this framework.
daily triage · quarterly trajectory
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—On three of seven real-world tasks, a weaker worker left unaided beat every condition where a stronger model assisted it.
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—Longer work-rhythm context improves an agent's next-step prediction by 20%, but only when a worker switches between kinds of work.
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—Within firms, the least experienced workers route the most work through AI, at the stage judgement is meant to form.
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—OpenAI's CFO rebuilt finance by mapping each decision back to its data, tools and approvals, keeping validation and final sign-off with humans.
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—Across regulated deployments, governance and context evidence decided which agents were production-ready; raw capability did not.
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↔Frontier models gained 23 points in two years on the expert-graded case reasoning entry-level roles are built on.
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—Enterprise IT leaders find agent deployment is bottlenecked by organisation more than technology: agents attach to processes that cut across silos no single team owns.
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—The tech workforce is splitting into an amplified half and a shaken half, and which side a worker lands on predicts sentiment more than title, tenure, or company size.
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—Workers ask Copilot for 1.68 work activities and receive 3.26, without perceiving the surplus they delegated.