Our estimating team takes several days to turn around complex pricing quotes for prospective clients, which often costs us deals. How do we build a secure, AI-assisted pricing model using our historical project data to speed up this process while protecting our gross margins from inaccurate or hallucinated figures?

Question

Tyler Smith · Accepted Answer

You can build a secure, AI-assisted pricing model using your historical project data to speed up this process while protecting your gross margins from inaccurate or hallucinated figures. Start by building an internal database of your past project costs, actual hours worked, and final invoices. Connect a secure AI tool to this database and train it to draft quotes based on new client parameters. This allows your team to generate a draft within minutes. To protect your gross margins, establish a strict human-in-the-loop policy. Every AI-generated estimate must be reviewed and signed off by a senior estimator before it is sent to the client. This workflow gives you the speed of AI with the safety of human oversight, ensuring you win more deals without sacrificing profitability.