Closed-Loop Data Pipeline
Capture and connect live lead, estimate, dispatch, crew, weather, production, and billing data so every job improves the next one.
Contractor AI Platform
The 5-Part System To Build The Best Contractor AI In The World
This framework turns field operations into a compounding intelligence engine for better pricing, faster execution, and stronger margins.
Priority Stack
Add All 5
Estimate And Profit Intelligence
Track estimate-vs-actual outcomes by service and market, then adjust pricing and scope recommendations based on real margin performance.
Dispatch And Routing Optimization
Use AI to sequence jobs, assign crews, and optimize routes around traffic, weather windows, and equipment availability.
Vision QA And Reputation Automation
Detect field quality risks from photos, reduce callbacks, and automate review workflows with rapid response for negative feedback.
Expansion Intelligence By Corridor
Prioritize markets using demand, permits, service fit, and competitor gaps so growth decisions are data-backed instead of guesswork.
Execution Metrics
Track Weekly Or The System Fails
Cost per booked lead (CAC)
Close rate by service and market
Gross margin by job type
Rework rate and callback frequency
Cycle time from lead to invoice
On-time completion percentage
Next Move
Deploy The 5-Part AI Stack
We can phase implementation by highest ROI first: data, estimating, dispatch, QA, then expansion intelligence.