Build something with Azumuta Labs
We work with manufacturers, researchers, and tinkerers on real-world experiments at the edge of where software meets the shop floor. If you have an idea you'd like to explore together — a pilot, a benchmark, a co-built tool — drop us a note. We read every submission ourselves.
- Read by a human
- Reply within 2 working days
- NDA-friendly





Tell us about your project
Share a few details and we'll be in touch within a couple of working days.
TL;DR
Tell us about your project, your hypothesis, or the thing you wish existed. If it's a fit, we'll set up a discovery call and scope a small experiment together — no procurement marathon required.
What we collaborate on
Three patterns cover most of what comes through the Labs inbox.
Pilots on the shop floor
Real production lines, real operators, real failure modes. We co-design a 4–8 week pilot, instrument it, and share the data with you.
Benchmarks & research
AI-on-the-line evaluations, integration shoot-outs, comparative studies. Bring the question — we bring the rig, the dataset, and an honest write-up.
Co-built tools & integrations
Bridges, agents, edge connectors, custom views. If it lives between Azumuta and your stack and doesn't exist yet, this is where it gets prototyped.
How it works
No NDAs in the way of a first conversation. No 60-page RFPs.
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Submit
Fill in the form. A few sentences is enough — we'll ask the rest in person.
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We read it
Every submission is reviewed by an Azumuta Labs engineer, not a CRM workflow.
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Discovery call
30 minutes to figure out if there's something worth building together, and what success looks like.
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Scope & start
If we move forward, we agree on a small first milestone, a timeline, and who owns what.