Industries / Manufacturing
Software that finally speaks to the shop floor
MES integrations, IIoT data platforms, and production analytics that connect machines, ERP, and people — turning plant data into throughput, yield, and uptime.
+9pts
average OEE improvement across plant digitization engagements
Why manufacturing
An industry we know from the inside
Manufacturers run on two software generations at once: a modern ERP in the front office and a plant floor where critical knowledge lives in operator memory, laminated sheets, and a PLC nobody dares reboot. The gap between them is where yield, uptime, and traceability leak.
We close that gap — OPC UA and MQTT pipelines off the machines, operator-grade interfaces that survive gloves and glare, and analytics that turn sensor noise into early warnings. Our manufacturing clients measure us in OEE points and scrap percentages, which is exactly how we like it.
The landscape
What's actually hard in manufacturing
The friction we hear in every first workshop — and the engineered answers we bring to it.
Data-rich, insight-poor plants
Machines emitting thousands of signals per second into historians nobody queries, while downtime root-cause analysis still happens on whiteboards.
Tribal-knowledge operations
Setup sheets, tolerances, and troubleshooting lore held by a workforce approaching retirement faster than it's being replaced.
Traceability demands
Customers and regulators requiring genealogy from raw lot to shipped unit — impossible to assemble retroactively from paper travelers.
Unified plant data platform
Edge-to-cloud pipelines contextualizing machine signals with orders and materials — one queryable model of what the plant actually did.
Digital work instructions & andon
Tablet-first operator tools capturing quality checks, downtime reasons, and tribal knowledge as structured, searchable data.
Predictive quality & maintenance
Models on vibration, temperature, and process curves flagging degradation before it becomes scrap or a stopped line.
More industries
Where else we build
Building something in manufacturing?
Start with a conversation with engineers who already speak your domain — no glossary session required.