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Service organisations

Field techs. Dispatch. Parts. The board operators run.

The problem

What was breaking.

Dispatchers play tetris with technician schedules in their heads.

Parts truck rolls are an art, not a science. Wrong part = second visit = unhappy customer.

After-action reviews happen monthly. Patterns drift away before they get caught.

What we did

The moves.

  • Autopilot suggests tech assignment based on skill graph, current load, and proximity.
  • Predictive recommends parts kit per call type. Confidence interval shown.
  • Forensic opens a case on every second-visit. Six classifications, one investigation.
  • Observatory surfaces tech utilization and behavioral signals weekly.
Results · first 90 days

The numbers.

FIRST-TIME FIX
+11pt
lifted to 84%
PARTS WASTE
−$22k
per month
DISPATCH TIME
−4min
median assignment

I used to spend an hour every morning sequencing calls. Now APO drafts it and I tweak the edges. The dispatchers spend that time on actual exceptions.

James W.
Field Ops Manager

Have a lifecycle in Service organisations?

Bring it. We'll wire APO in read-only against it for 30 days.