The Friction Audit.
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Dimension 1 of 4 · Work and value

Three questions.
One honest starting point.

Are you solving a workflow problem, or just buying another tool?

Set 1 of 4 · 0 of 12 answered

Choose what is true for your organization today.
  1. 1Work and value
  2. 2Governance and trust
  3. 3Capability and behavior
  4. 4Delivery and learning

Statement 1 of 12

We can name the repetitive work we want AI to reduce—not merely the tools we want to buy.

Statement 2 of 12

Each priority use case has a measurable baseline such as time, rework, wait time, cost, or error rate.

Statement 3 of 12

We know where human judgment must remain in the workflow.

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