Start with what you already have
Upload your existing manuals, maintenance records, and technician notes. Upstrix builds the initial knowledge structure from what you already have. Every incident from that point adds to it.
AI troubleshooting for maintenance teams
Your repair quality shouldn't depend on who's on shift.
Upstrix gives every technician the same diagnostic confidence as your best expert. The system identifies the most likely causes, shows the reasoning, and guides the repair step by step.
Why now
Complex machines. Scarce experts. Analog manuals. It's a failing formula.
True organizational resilience means fixing equipment fast, no matter who is on shift. Arm your new generation of technicians with proven and actionable know-how, not paper.
-
Your best technicians can't be everywhere
Every team has one or two people who truly know the machines. The rest improvise — and the result depends on who happens to be on shift.
-
New hires take years to become useful
Hiring is hard. Training takes longer. And the knowledge new technicians need isn't in any manual — it's in the heads of people who may not be there tomorrow.
-
Critical knowledge lives in people's heads, not in systems
Your ERP tracks costs. Manuals cover theory. Neither tells a technician what actually works when a machine goes down.
How it works
Turn individual expertise into your team’s shared brain.
Upstrix is an AI maintenance platform for your shop floor. When a machine breaks, the technician describes what they see — by text or voice. Upstrix identifies the most likely causes, computed from symptoms, machine history, and every previous repair your team has run. No chatbot to ask in a stressful moment. The technician sees what is most likely wrong and why and follows a verified, step-by-step repair procedure.
Get an instant diagnosis
Upstrix identifies the most likely causes from reported symptoms, machine history, and past repairs — with the evidence behind each one. Your team knows where to start and why.
Fix it step-by-step
Follow a step-by-step procedure verified by your teammates — text, photo, video, and voice notes. Exactly how it works on your machines, not how the manual says it should.
Want to see how this actually works?
The full walkthrough — diagnostic flow, knowledge capture, AI under the hood.
See the full walkthrough
Design Partner Program
Shape the product. Use it free. Forever.
Upstrix is in early development. We’re selecting 3-5 manufacturing companies to help us build it — and in return, they’ll never pay a subscription.
What you get
-
Lifetime licence
No subscription, ever. You helped build it. Use it for free.
-
Roadmap influence
Monthly sessions with our team where your real operational problems drive what we build next.
-
Guided path to maintenance excellence
A maintenance expert works with your team to improve how you operate — not just how you use the tool.
What we ask
-
Regular co-development sessions
Monthly calls with our team where your feedback directly drives decisions.
-
Real-world testing
We work with you on your actual machines and data to make sure what we build actually works.
-
On-site collaboration
We'll need to understand your maintenance workflows up close, including occasional visits.
Is this for you?
You're a match if:
- Your production runs on machines — CNC, presses, compressors, robotics, or any capital-intensive equipment.
- You have 20+ maintenance staff.
- When a machine goes down, production stops.
- You're open to shaping a product from scratch, not just evaluating one.
Not the right match if:
- Your production is primarily manual assembly.
- You're looking for a finished, ready-to-deploy product.
- You prefer to evaluate tools rather than help shape them.
Behind Upstrix
Built by people who spent time on the shop floor before writing a line of code.
Datamole is a Prague-based AI and data company with 80+ experts across AI, IoT, data engineering, and UX. Before building Upstrix, we spent months in production facilities talking directly with the technicians, senior experts, and maintenance managers who live this problem every day.
10+
Years of experience
80+
Qualified experts
100+
Data & AI projects
Ready to shape the future of maintenance?
Not ready to commit? We'll reach out when the next cohort opens.