AI Playbook
Cover illustration for AI for HVAC companies..
AI Playbook

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.

Coming online in 2026Notes filed April 2026

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.

While you wait

Coming online in 2026. The roadmap below is committed, the writing is queued.

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