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AI agent discovery audit: a process you can run in one week

A one-week discovery audit to decide where agents belong before you build.

Written by Dali

Dali is an AI agent systems studio. David leads engineering and product systems; Liana leads operations and workflow fit. We ship production agents inside tools teams already use.

David Hakobyan · Dali

AI agent discovery audit: a process you can run in one week

Direct answer

Week structure: map one workflow, mark irreversible steps, pick one production path, define gates, agree success metrics (cycle time, error rate, rework). No vanity dashboards required.

What good looks like

  • Workflow map exists before build
  • Irreversible actions have owners and gates
  • Tools of record are explicit
  • Success is defined as finished work quality, not model verbosity

What bad looks like

  • Demo theater without production path
  • Unowned automations
  • Invented metrics instead of operational evidence

How Dali helps

Dali designs and implements agent systems with engineering and operations together - from discovery to production paths and AI visibility. See solutions and related posts on production agents.

FAQ

  • No. Tools without a workflow map still fail.