Quoting from spreadsheets, scheduling on a whiteboard, and jobs that go dark the moment the traveler prints. CitrusWeb builds AI software for the exact places a machine shop bleeds money, and runs the same technology in its own businesses first.
Sources: TPM/OEE benchmarks; CNCCookbook practitioner surveys; buyer quoting research. Machinists rate every quoting tool on the market too slow and too inaccurate — nobody is happy with any of them.
Spreadsheets are still the number one quoting tool in machining, and eyeball guesstimates are number two. AI-assisted estimating reads the RFQ, drafts the quote, and a human approves it, so you respond while competitors are still opening the print.
Live capacity against real promise dates instead of a dry-erase board. Poor planning costs shops an estimated 5 to 10 percent of annual revenue.
A paper traveler is a black box until it comes back. Live job status means you answer "where is my part?" without walking the floor.
Owners routinely discover a $63-per-hour cost against a $50-per-hour price after the job ships. Live job costing surfaces it while you can still act.
CitrusWeb Works is the platform half of the answer; custom AI development covers what your shop needs beyond it. Start with how fast a machine shop should quote, or see AI software for manufacturing for the full picture.
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