AI for HVAC companies.
74 percent of residential contractors say AI is key to efficiency. Fewer than 40 percent use it consistently. The gap is the wedge.
HVAC is the highest-ROI vertical we deploy AI into in 2026, for four compounding reasons: stated readiness without execution, a high failure rate that creates a credible opening, quantifiable fast-cycle pain points, and the seasonal urgency in Texas and Florida that makes the math obvious before May. The Derek/Austin engagement is the worked example, including the $400-quote-on-a-$4,000-job near miss and the human-in-the-loop fix that closed the exposure. The full HVAC playbook, with the Houston, Dallas, and Cedar Park outbound patterns, ships in May 2026.
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Related reading
- 01
The HVAC quote bot that quoted $400 on a $4,000 job.
Austin, TX
Derek, Cedar Park HVAC. The misread sticker, the goodwill credit, the $500 review gate.
- 02
ServiceTitan AI integration.
Where ServiceTitan native AI ends and where custom automation picks up.
- 03
AI for plumbers.
Three-truck operations rarely need a chatbot. Missed-call text-back and review automation, mostly.