AI for Manufacturing
The plant floor, visible and predictable
We build industrial AI that plugs into your machines and MES data, predicting failures before they stop the line and catching defects before they ship.
The problems we keep seeing
Downtime you find out about too late
Machines fail without warning, and every unplanned stop cascades through schedules, deliveries, and overtime.
Quality escapes on late shifts
Manual inspection quality varies by person, hour, and fatigue, and one escaped defect can cost a customer.
Data trapped in machines
PLCs and sensors produce mountains of data that never becomes a decision anyone can act on.
How we help
Predictive maintenance
Models trained on your sensor data that flag failing equipment days before breakdown, not minutes.
Quality inspection with vision AI
Camera-based defect detection on the line, catching what tired human eyes miss on shift three.
Production dashboards
Live throughput, uptime, and OEE visibility for plant managers, from machine to boardroom.
Process optimization
AI recommendations on scheduling, batching, and energy use based on how your plant actually runs.
30%+
typical reduction in unplanned downtime
24/7
consistent automated inspection
Live
OEE visibility from machine to boardroom
Things we’ve built for manufacturing-type teams
Common questions
Our machines are old. Can you still get data out of them?+
Usually yes. Between retrofit sensors, PLC gateways, and even camera-based reading of existing panels, we've pulled usable data from equipment decades old, without touching certified control logic.
Do we need a data science team to run this?+
No. We deliver systems your existing engineers and operators use, alerts, dashboards, and recommendations in plain language, and we handle model monitoring and retraining under a managed services agreement.
Where should a factory start with AI?+
Start where downtime or defects cost the most. We run a short discovery on your lines, quantify the highest-loss area, and ship a first system there, proof before platform.
Working in manufacturing? Let’s talk specifics.
Tell us your workflow and we’ll tell you honestly where AI helps, and where it doesn’t.
Other industries