Sand's engineers stopped guessing why a line stopped.
A system that watches the production line and explains a stoppage before an engineer has to ask.
A model that reads the drawings and quantities, an estimating agent and a draft estimate the estimator corrects.
Estimators re-measured the drawings by hand for every job, then rebuilt the quantities and prices in a spreadsheet from a blank sheet. A spreadsheet template had been tried before; it drifted a little differently under every estimator until the numbers stopped meaning the same thing across jobs.
Mosaic needed an estimate that started from the drawings themselves, not from memory of the last similar job.
Estimators now produce an estimate 38% faster, measured over twelve weeks, and drafts land within ±6% of the invoiced cost on closed projects. They correct a draft instead of starting from zero.
A system that watches the production line and explains a stoppage before an engineer has to ask.

Tell us how it is done today and what changes if it works. You get a straight answer on whether AI can solve it.
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