Slow, inaccurate quoting for contractors → AI-driven end-to-end quoting & ops

Slow, inaccurate quoting for contractors → AI-driven end-to-end quoting & ops targets a $6.0B = 2M home-service businesses x $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% CAGR for field-service SaaS adoption.

Key trends driving demand: AI-enabled quoting -- automated, photo-to-quote capability reduces onsite time and speeds close rates; Subscription SaaS for SMBs -- more contractors adopting cloud-native operations vs spreadsheets/pen-and-paper; Embedded payments & financing -- customers expect instant payments and financing options built into estimates; Labor shortage & margin pressure -- contractors need tools to reduce travel and improve utilization; Marketplace & network effects -- platforms that aggregate vetted contractors create lead flows and trust.