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Organisational design for the age of AI.

AI is changing work, one task at a time.

Understand what AI could change in the work people do. Connect tasks to research, then use that evidence to plan roles, processes and skills.

A reference base of more than 1,000 roles and nearly 19,000 tasks.

Explore organisation analysis

For your team, unit or entire organisation.

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See what the change means.

Across your organisation

An illustrative map groups tasks into three roles. One task is shown in more detail below, connected to AI research.

Selected taskCompare options
Task-level AI research

Illustrative work map · One task in focus

Understand AI's impact, from the task up.

A job title or organisation chart cannot show which parts of the work AI could change. Looking at tasks makes those differences visible.

Combine task-level evidence with your strategy to decide where to investigate, redesign work or build skills.

Your strategy and task-level AI evidence inform your decisions about how to organise work.
Your strategyDirection and priorities
Task-level AI evidenceThe Task Graph
Your decisionsHow to organise the workRoles · Processes · Skills

How it works

From your work to a clearer picture.

How it works
  1. 01

    Describe the work

    Start with existing role descriptions and recurring tasks.

  2. 02

    Review the matches

    Check the proposed links to reference tasks and research.

  3. 03

    Understand the implications

    Use the report to decide what to redesign, investigate or develop.

Enquire about organisation analysis

Pilot enquiries open. Organisation reporting is in development.

Your personal report · Available with an invitation

Describe your work in your own words. Check the suggested research connections and get a private report on what AI could change, where your judgement matters and what to learn or try next.

Get my reportOne finalised analysis with your invitation, without payment, in exchange for short feedback. No code? Join the waitlist.