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.
The number one and number two quoting methods in machining. Practitioners rate every dedicated quoting tool on the market too slow, too inaccurate, and too immature; in CNCCookbook's survey, nobody is happy with any of them.
Cheap to print, expensive to run. The job is a black box from the moment it leaves the office until the paper comes back, so nobody can answer "where is my part?" without walking the floor.
Powerful but heavy: per-seat or employee-count pricing, custom quotes, and an implementation project. A 20-person shop can spend $50k to $75k all-in over five years, and most of the shop never logs in.
Real data, but usually priced per machine and sold as a separate platform. Typical shop OEE sits near 60% against a world-class 85%, so the capacity is there; the tooling to see it rarely pays for itself alone.
Sources: CNCCookbook practitioner surveys; TPM/OEE benchmarks; job-shop ERP pricing research. CitrusWeb's answer is the opposite shape: one workflow at a time, flat-priced per shop, live the same week.
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