A 5-day engagement that maps your data, surfaces high-ROI AI candidates, and recommends a pilot — fixed price.
Read the briefFrontier-class models on isolated infrastructure — your data never leaves the perimeter.
Explore the stackMES, SCADA, IIoT, and AI bridges that turn industrial data into operational decisions.
Your plant floor already generates the data to run better — it’s trapped in PLCs, historians, and SCADA screens. We bridge OT to modern data and AI so that data becomes predictive maintenance, OEE intelligence, and faster decisions.
We speak both worlds: OPC-UA and MQTT on the OT side, modern data and ML on the IT side, with operator tooling that fits how the shift actually runs.
Specific, production-grade capability — not a feature checklist.
OPC-UA and MQTT bridges from PLC, DCS, and historians to a modern data layer.
ML on sensor streams predicts failures before they stop the line.
Real-time OEE with drill-down into the losses that actually matter.
Stream analytics flag process deviations as they happen.
Dashboards, shift handover, and deviation workflows built for the floor.
Runs at the edge for resilience when connectivity is unreliable.
We bridge PLC/DCS/historian data via OPC-UA/MQTT into a modern, queryable layer.
Establish the signals, baselines, and KPIs that drive real decisions.
Predictive maintenance, OEE, and anomaly detection on the live streams.
Operator dashboards and workflows turn insight into shift-floor action.
Start with a fixed-price 5-day Readiness Assessment or a 6-week pilot. Senior engineers, measurable evals, and a system you own on handover.