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 stackPredictive maintenance on equipment you cannot afford to lose. Vision systems on lines you cannot slow down. Supply chain intelligence that sees around corners.
Manufacturing data already exists — in PLCs, historians, and cameras. The value is in turning it into decisions: fewer breakdowns, fewer defects, and a supply chain that sees around corners.
We bridge OT to modern AI and put the intelligence where it's needed — often at the edge — so a line keeps running even when the network doesn't.
ML on sensor streams predicts failures before they stop the line.
Defect and assembly inspection at line speed on the edge.
Forecasts that respect lead times and capacity, not just history.
Bridges from PLC/DCS to a modern, queryable data layer.
Real-time OEE with drill-down into the losses that matter.
Early signals on supply risk across your vendor base.
We connect to one line's data and pick the win — maintenance, QA, or OEE.
A working system on that line, validated against real outcomes.
Roll out across lines/plants with edge resilience and operator tooling.
Monitoring, retraining, and support tuned to shift operations.
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.