
The line doesn't wait for a support ticket.
AI operating systems for plants running tighter margins and thinner benches than ever.
Most manufacturers now plan to adopt AI; most will bolt a chatbot onto a system nobody trusts. We build the operating system a plant actually needs: a maintenance and quality-log copilot, a supply-chain and inventory agent that catches shortages before the line does, and the integration layer that gets any of it talking to the ERP and MES systems that already run the floor.

Where AI earns its keep.
The workflows in manufacturing where AI does real work today — not a someday roadmap, the jobs it can take off your plate now.
Maintenance & quality copilot
Reads maintenance logs and quality reports, flags recurring failure patterns before they become downtime.
Supply chain & inventory agent
Watches inventory and supplier lead times, flags shortages early enough to actually act on them.
Shop-floor knowledge assistant
Answers work-instruction and SOP questions on the floor instead of routing every question to a supervisor.
ERP / MES integration layer
Connects the agents above to the ERP and MES systems already running the plant — no rip-and-replace.
A newer focus for us — but the same bench, the same standard, and eight years of shipped production systems behind every engagement.
Tell us which part of manufacturing is the bottleneck.
Built for the rules of your industry.
Services that fit this industry.
Let's put AI to work in your business.
A 30-minute call. You bring the workflow or the roadmap — we'll tell you what's feasible, what it costs, and what we'd build first.