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.
Coming online in 2026. The roadmap below is committed, the writing is queued.
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 bespoke automation picks up.
- 03
AI for plumbers.
Three-truck operations rarely need a chatbot. Missed-call text-back and review automation, mostly.