Find booked jobs hiding in your HVAC database with AI-driven data mining

Find booked jobs hiding in your HVAC database with AI-driven data mining targets a $2.0B = 1,000,000 global field-service SMBs x $2,000 ACV (analytics + integrations & success services) total addressable market with low saturation and a year-over-year growth rate of 12-18% annual growth in field-service SaaS and data-driven retention tools.

Key trends driving demand: FSM API maturity -- major field-service platforms expose richer data making integrations feasible and reliable; AI for dirty data -- LLMs/ML can extract structured signals from technician notes and invoices at scale; Labor shortages -- higher value on extracting revenue from existing customers rather than recruiting new labor; Subscription & SaaS adoption among SMBs -- increasing comfort paying for outcomes/efficiency tools.