Data & AI for Manufacturing.
For discrete and process manufacturers — turning OT telemetry and ERP transactions into OEE, yield and supply-chain outcomes.
OT-IT bridges that actually hold.
We've delivered real-time analytics across OPC-UA plants, closed-loop OEE optimisation, predictive maintenance, and yield-analytics platforms spanning multiple fabs. We respect change-control, safety envelopes and OT-IT boundaries.
Use cases we deliver.
OEE lift & closed-loop optimisation
Real-time line analytics, shift-handover automation, micro-stoppage attribution.
Predictive maintenance
Telemetry + maintenance logs → ML models → work-order automation.
Yield analytics
Inline + probe + final-test data unified, yield prediction, root-cause.
Supply-chain analytics
Demand forecasting, inventory optimisation, supplier risk.
Energy & sustainability
Scope 1 / 2 / 3 accounting, energy intensity optimisation.
Quality & SPC
Modern SPC, anomaly detection, non-conformance analytics.
A real engagement.
Manufacturer — +9.2pp OEE across 4 plants.
IoT + edge anomaly detection + real-time OEE dashboards + closed-loop shift optimisation. 10-month rollout, £3.1m annual uplift.
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