Unplanned downtime and missed defects are expensive. We build AI that watches your machines and your line — predicting failures before they happen and catching quality issues the eye misses — so you run more, scrap less, and ship better.
Manufacturing already generates the data AI needs — sensor readings, machine logs, camera feeds. The opportunity is turning that stream into action: spotting the early signs of a failure, flagging a defect before it ships, and tuning the process for less waste and energy.
We build for the factory floor, not the slide deck — robust to real conditions, deployable on the edge when the cloud isn't practical, and wired into the systems your operators already use.
Predict equipment failures from sensor data before they cause unplanned downtime.
Computer vision spots defects and deviations on the line — faster and more consistently than the eye.
Forecast demand and plan production and inventory with fewer shortages and less overstock.
Tune parameters to reduce waste, energy use and cycle time across the process.
Catch unusual machine behaviour early, before it becomes a failure or a quality issue.
Turn machine and line data into clear OEE insight your team can act on.
We map the costliest problems, your machines and the data already available.
By the second call you get a working prototype on your use case — not a spec.
We deploy to edge or on-prem and wire alerts into your MES, ERP and maintenance flow.
We track accuracy in real conditions and keep the model performing as the line changes.
Usually, yes. We design around your current equipment, sensors and cameras wherever possible, rather than asking you to rip and replace.
Not necessarily. For speed and reliability on the line, we can run models on the edge or on-premise, close to the machines.
Yes — we connect predictions and alerts into your MES, ERP and maintenance systems so they drive real action, not just dashboards.
We'll tell you early whether what you log today is enough — and if not, the simplest way to capture what the model needs.
Tell us where the line hurts — failures, scrap or planning — and we'll map a path to value in a free consultation.
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