Agents
Root-Cause Analyst
Free to try · 5 runs
Ranks likely causes behind a production event and shows the supporting evidence.
Gives the maintenance team a defensible next check, so repeat stops turn into a focused repair plan.
What it does
- An incident window compared with a baseline window for supplied time-series signals.
- Rolling-mean and delta detection for signals that shifted around the incident.
- Alarm, event, quality, scrap, downtime, and genealogy evidence when those inputs are present.
- A time-ordered evidence table and incident timeline.
- Candidate causes ranked with deterministic source-weighted confidence.
- Markdown findings with evidence identifiers, what would rule each candidate in or out, and stated data gaps.
- Recommendations for the missing namespace topics needed to strengthen an investigation.
In practice
When Cartoner 1 stops three times in a week, the maintenance lead sees the pattern around the same photo-eye and schedules its replacement.
Get this agent — $100/mo. Requires the API base ($200/mo).