A commercial HVAC sales engine reads equipment age, permit activity, building transactions, and season spikes, profiles which facility owner is about to face a replacement decision, and answers service inquiries before the second contractor picks up. At a $38,000 average project, three lost jobs a quarter is $456,000 a year.
| Average deal value | $38,000 |
| Typical sales cycle | 14 to 45 days |
| Window before an inquiry cools | 4 hours |
| Winnable deals lost per quarter | 3 |
| Annual cost of the bottleneck | $456,000 |
Annual leak vs the heaviest ring (logistics, $1.15M)
The engine opens conversations before the RFP exists. The four signals that matter most:
Every market leaks intent before a form is filled.
AI.DA models in production since 2012 decide what each buyer needs to see.
Copy scored for sentiment, follow-up around the clock.
Pipeline created, deals closed, ROI you can audit.