I started in construction estimating in the 1980s. I have watched the industry move from handwritten takeoffs and paper plans to DOS systems, CDs, local servers, cloud platforms, mobile workflows, and now AI assisted tools have entered the conversation.

Technology has changed dramatically. But some operational workflows still feel stuck somewhere around 2006.

You have probably seen it yourself. A scope changes. Someone updates the estimate, exports it to a spreadsheet, then has to move rows and columns, set totals for priced and non-priced work, figure out the coefficients, add the location factor, and finally format it into a PDF without anything cutting off.