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Trace Margin

Inbound · Synthetic dataset: Phoenix plumbing dispatch, three locations

Home-services booking

New job requests for plumbing, HVAC and electrical work, booked into a field-service system with a confirmed arrival window.

Eligible tasks

  • New service requests inside the service area
  • Arrival-window selection from live availability
  • Confirmation text after the job record exists

Excluded requests

  • Gas smells, flooding or electrical hazards
  • Invoice disputes and warranty claims
  • Quotes for work not on the price book

Baseline data you need

  • Missed and abandoned calls by hour
  • Booked jobs per answered call
  • Repeat calls for the same job within 48 hours

Failure modes to test

  • Booking outside capacity
  • Service-area mistakes
  • Promising same-day work the schedule cannot support
Integration destination
Field-service job system (write access to jobs and arrival windows)
Fallback coverage
Dispatch supervisor, staffed 07:00–18:00; on-call technician phone after hours

Readiness question

Does a named person answer every handoff during the hours the agent runs?