AHJ Intelligence
How SunrAI tracks AHJ pass rates and flags risky inspections before install day.
Updated1 min readbuddies
Pip's AHJ Intelligence skill is an Autopilot — it flags risky AHJs without asking.
What it does
For every project with a target install date in the next 14 days, Pip checks the AHJ's 90-day inspection pass rate. If it's under 80% (and there are at least 3 historical inspections to score), the project gets a "watch this AHJ" flag with the top fail reasons.
Where you see it
- Project detail → Permits tab → AHJ block at the top
- Buddies activity feed → entries titled "Pip flagged AHJ ___ for [project]"
- Buddies inbox → no — this is autopilot, it doesn't ask
Why no approval
The output is informational, not action — it doesn't change project state, doesn't send anything to anyone. Crews and QSs use the flag to over-prepare.
What to do when you see a flag
- Open the AHJ profile (link from the flag) for fail-reason breakdown
- Review the playbook checklist for that AHJ's most common failures
- Brief the install crew at standup