Workflow audit

Audit a workflow. See what AI actually owns.

An AI Workflow Audit scores a single business workflow across adoption, feature depth, workflow ownership and output quality, so leaders can decide where to scale, redesign, supervise or stop.

What an AI Workflow Audit measures

  • Which tasks, decisions, handovers, systems and approvals the workflow contains.
  • Where AI is used, how deeply, and by whom.
  • How much of the workflow AI reliably owns end to end.
  • Whether output quality remains acceptable as autonomy increases.
  • Where AI debt or workflow risk is accumulating.

Workflows this applies to

  • Customer support and service operations
  • Finance and management reporting
  • Marketing operations and content production
  • Sales research and account preparation
  • Employee onboarding and enablement
  • Knowledge management and internal search

What leaders receive

A workflow-level Autonomy Index score, a Quality Matrix position, a list of adoption gaps, and prioritised recommendations. See the underlying methodology or start the Autonomy Index™ assessment.

Ready to measure what AI actually changed?

Take the Autonomy Index™ Assessment and receive an executive report covering workflow ownership, capacity released, AI debt and prioritised recommendations.