ComfortWise HVAC: 24/7 AI Emergency Dispatching

4-1 (Demo)
18.04.2026
By
4-2 (Demo)

Brief project description (6 bullet points):

● Deployed 24/7 AI voice system to answer all after-hours HVAC calls

● Built 5-level emergency triage system (critical to informational)

● Integrated with ServiceTitan scheduling and technician mobile app

● Automated technician dispatch with real-time availability checking

● Created call logging dashboard with transcripts and priority scores

● Added SMS follow-up with ETA updates and technician information

Project overview: ComfortWise HVAC lost 40% of after-hours emergency calls to voicemail and competitors. ActionOne.ai deployed an AI dispatch system that answers every call instantly, triages urgency across 5 levels, and only dispatches technicians for true emergencies. The company captured 10 more after-hours jobs weekly and saved technicians from 88% of non-emergency calls. ActionOne helped double after-hours revenue to $34,000 monthly while eliminating technician burnout.

Process and Key Outcomes:

One sentence: ActionOne.ai helped ComfortWise answer 99.8% of after-hours calls, capture 83% more emergency jobs, and improve technician satisfaction from 3.2 to 8.7 out of 10.

One paragraph: ActionOne.ai began by analyzing 500 historical after-hours calls to identify common issues, questions, and urgency patterns. After training the AI on HVAC-specific terminology, integration with ServiceTitan and the technician mobile app was completed in week four. Following testing and a soft launch, full deployment occurred in week seven. After six months, call answer rates jumped from 47% to 99.8%, after-hours jobs captured increased from 12 to 22 per week, and non-emergency calls routed to technicians fell by 88%. Emergency response time for priority 1 calls was cut in half, from 90 minutes to 45 minutes. Technician turnover in the on-call rotation dropped to zero.

Summary: ActionOne.ai helped ComfortWise answer every after-hours call, capture $192,000 in new annual revenue, and eliminate technician burnout across the on-call rotation.

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