Custom apps. RAG knowledge systems. AI integrations.
Built for manufacturing businesses that can't afford to fall behind.
From a basic web presence to a fully custom AI-powered app — we build what your operation actually needs, at a scale that makes sense for your business.
Already running software? We identify where AI plugs into your existing workflows — quoting, diagnostics, documentation, training — and build the connection without disrupting what's working.
Your senior people are retiring. Their knowledge doesn't have to leave with them. We build AI systems that capture institutional knowledge and make it available to every operator, every shift.
A full product built for your specific operation. Your vertical, your machines, your knowledge. Scoped lean, delivered fast, priced for businesses that aren't Fortune 500.
Your shop deserves a site that reflects the quality of your work. We build clean, fast, professional websites for industrial businesses that have nothing — or nothing worth showing.
Every engagement starts with understanding your operation before we write a line of code. Here's what that looks like in practice.
An AI-powered co-pilot for CNC machine operators. Trained on real shop floor knowledge, validated by working machinists, built to answer the questions operators actually ask.
A former Makino field service engineer spent time actively trying to find errors in CHIP's reasoning across CNC milling diagnostics, feeds and speeds, alarm codes, and specialized EDM machine specifics. He could not trip it up.
"I'm really impressed with this. The explanation of why behind the answers is textbook accurate for the milling stuff. I haven't been able to trick it into giving a wrong answer at all."
— Former Makino Field Service Engineer, Active MachinistA St. Louis shop had an intermittent pallet clamp alarm on their Okuma 5-axis that stumped their own maintenance tech — requiring an OEM service call. A machinist described the symptom to CHIP and got the root cause, a full checklist, and a maintenance hand-off summary in minutes.
"It absolutely diagnosed the problem correctly. This was a problem we were having with our Okuma 5-axis a while back. The app got it right. Pretty cool."
— Verified Machinist, St. Louis ShopA machinist needed help structuring a parametric hex milling macro. CHIP walked through the polar interpolation logic, variable structure, C-axis sequencing, and safety checks — teaching the reasoning behind every decision. The machinist built it. CHIP made sure he understood exactly why it worked.
"This is exactly what I needed — variables, corner radius, Z depth passes, the whole thing."
— Verified Machinist, Tsugami M08-SY OperatorWe don't show up with a slide deck. We show up with questions about your floor.
The problems we solve aren't abstract to us. We understand the pressure of a bad part, the cost of downtime, and what operators actually need from a tool before we design a single screen.
We scope lean, build focused, and deliver working software — not decks, not prototypes, not promises. CHIP is proof. Your project is next.
No six-figure enterprise contracts. No year-long implementations. Real AI tools, built for shops and industrial businesses, at prices that make sense for your operation.
Tell us what you're trying to solve. We'll figure out what to build — and whether we're the right fit to build it.