What it costs

What does AI automation cost for a CNC machine shop?

Cost depends on scope and whether Precipitate just builds the system or also runs it. A single workflow like RFQ turnaround costs less than a system that also handles job-status updates, drawing intake and certs paperwork. Precipitate quotes each engagement on the value it creates, so the real answer comes from a short conversation about your shop's specific work.

By Precipitate · Updated 16 July 2026

What drives the cost is scope, not the industry. A single workflow, like an RFQ intake that reads incoming drawings and turns around a quote draft, costs less to build than a system that also tracks job status, answers "where's my order" calls, and manages the paperwork trail for material certs and inspection reports. Most machine shops have several of these problems at once, so engagements often end up covering more than one, which changes both the build effort and the ongoing load.

The other driver is whether you want it built, or built and operated. Precipitate starts by mapping the manual work as it actually happens on your floor and in your inbox, and says plainly what a system can own outright (drafting a quote from a drawing, sending a status update, filing a cert against a job number) and what still needs a person (pricing judgment on a tricky part, signing off on a certificate, a difficult customer call). Build-only hands you the system. Build-and-operate means Precipitate keeps running it, watches for failures, and pulls you in only when a decision genuinely needs a human. Operating costs more than a one-time build, but someone stays accountable for the system working, not just for having shipped it.

There's no fixed price list. A system that speeds up RFQ turnaround on six-figure jobs is worth something different from one that just cuts down status-update calls on a smaller shop. Precipitate quotes each engagement on the value it creates, so the honest way to find your number is a short conversation: which of these problems (slow quotes, phone time lost to status calls, paperwork errors that hold up shipment) costs you the most right now, and what taking it off your plate would be worth.

Related questions

Will this replace our quoting or ERP software?

No. It's built to work inside the tools you already use, quoting software, email, shared drawing folders, rather than replace them. Guardrails keep it acting only within the boundaries you set.

What happens when a drawing or RFQ is too unusual for the system to handle?

It escalates to a person instead of guessing. Precipitate maps out what a system can own honestly before building it, so ambiguous cases and final pricing calls on tricky parts stay with your team.

Wondering what a system like this would own in your business? Tell us what the manual work is, and we will tell you honestly what a machine can take off your plate and what still needs a person.

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