Five numbers, one page.
An AI dashboard should answer one question at a glance: is this working, and is it safe? Five numbers usually do it.
The five numbers
At A Glance
- Weekly active users
- Acceptance rate
- Quality sample score
- Cost per outcome
- Incidents and near misses
Make it useful
Design Rules
- Trend over time, not a snapshot
- A target or threshold on each
- An owner for every number
- Reviewed monthly, with actions
Few numbers. Clear owners.