One completion definition, written once
If three squads mean three different “done” states, automation health charts will never agree.
- completion
- metrics
Application analytics for audits starts with the first meaningful completion your workflow exists to enable—not job counts wrapped in a prettier colour.
Write completion as a behaviour with clear success criteria, then instrument that path end-to-end before arguing about north-star dashboards.
If completion is still vague, book an audit metrics session before spending weeks on funnel tooling. Ambiguous success criteria produce charts nobody trusts.
Ask three people who closed last month’s exceptions why the path stalled. That conversation usually beats a blank metric template.