Cut defects,
unlock throughput.
Custom computer vision, predictive maintenance, and supply-chain forecasting for discrete and process manufacturers — from single-line pilots to enterprise rollouts.
High-value use cases
Where manufacturing teams see the biggest AI ROI — and where we've shipped them.
Vision-based quality inspection
Edge-deployed CV models that catch defects human inspectors miss — with retraining on your data, not stock datasets.
Predictive maintenance
Sensor fusion + ML models that predict bearing, motor, and pump failures 2-6 weeks ahead.
Demand & supply forecasting
Hierarchical forecasting for SKUs, sites, and regions — replacing spreadsheet-and-gut planning.
Energy & yield optimisation
Reinforcement-learning controllers that trim energy consumption and improve first-pass yield.
Logistics & routing
Route and dock-scheduling optimisation across inbound, outbound, and yard operations.
Digital twin analytics
Physics-informed ML that mirrors your line and lets ops test changes in simulation first.
Services we bring to manufacturing
FAQ
The questions manufacturing leaders ask us on the first call.
Do we need cloud infrastructure to run this?+
How much labelled data do we need for a vision model?+
Can you integrate with our MES / SCADA / historian?+
What about IT/OT security?+
Ready to move an AI use case into production?
30-minute call, no pitch — we'll pressure-test your target use case and walk you through what pilot-to-production looks like for manufacturing.
Book your call