Historical Analysis
AI that learns from your completed projects to identify patterns and improve estimate accuracy.
Transform your historical project data into accurate estimates and competitive bids. Our AI analyzes past performance, market conditions, and project specifics to deliver estimates that win work and protect margins.
Discuss ai-powered estimation ↗Compare • estimate • flag risk
Your estimator reviews assumptions and approves the final bid.
Human review built into the workflowEstimates informed by completed project costs
Less time assembling a first-pass bid
Higher win rates on competitive bids
Protected profit margins
AI that learns from your completed projects to identify patterns and improve estimate accuracy.
Automatic identification of project risks and appropriate contingency recommendations.
Factor in material costs, labor rates, and market conditions for competitive pricing.
Generate detailed estimates in hours instead of days, allowing you to bid on more opportunities.

Your historical data is your pricing edge. AI-powered estimation turns past performance, market conditions, and project specifics into estimates that win work and protect margins.
Most estimating teams rely on a handful of experienced people carrying pricing intuition in their heads. When they’re busy — or when they leave — accuracy walks out the door with them. Our AI-powered estimation platform captures that intuition in your data instead. It ingests your completed projects, actual costs, change orders, and win/loss history, then learns the cost drivers that actually move your numbers: labor productivity by trade, material waste, seasonal price swings, and the specific project characteristics that historically blew budgets.
The result is an estimate grounded in what your business has really experienced, not a spreadsheet template someone last updated two years ago. For every bid, the system flags where similar past projects drifted from their estimates and recommends contingencies sized to real risk — so you stop padding blindly and stop getting burned by the same surprises twice.
Speed is the other half of the equation. When a detailed estimate takes days to assemble, you self-select out of most opportunities and only chase the jobs you’re confident about. By generating first-pass estimates in hours, our platform lets you bid on far more work without adding headcount — and factor in current material costs and labor rates automatically so your pricing stays competitive without eroding margin.
Estimation is a decision that carries real financial risk, so nothing ships without your review. The AI does the heavy lifting — the takeoff, the historical comparison, the risk assessment — and your estimators keep final say on the numbers that go out the door. It plugs into the tools you already use for takeoffs, accounting, and project management, so the workflow fits your team rather than forcing your team to fit the software.
General contractors and subcontractors estimating projects of all sizes and types.
Job shop quoting, custom manufacturing estimates, and production planning.
Project scoping, resource planning, and service pricing optimization.
Dynamic pricing, inventory forecasting, and demand planning.
Bring your process, your tools and the part that takes too much effort. We’ll help define a useful first version.
Discuss your project ↗