Industrial
Predictive maintenance, demand planning, computer vision for QC, and scenario modeling — built for plants, factories, and supply chain teams running on tight margins.
what we build
Six high-leverage use cases we've shipped for Manufacturing & Supply Chain teams. Every engagement starts with the workflow you care about most.
Sensor-fusion models that forecast equipment failure before it hits — cutting unplanned downtime and maintenance cost.
Multi-tier forecasting across SKUs, regions, and channels — blending sales, logistics, and external signals.
Defect detection on the line with edge-deployable models — fewer escapes, fewer manual inspections.
What-if modeling for tariffs, shortages, and routing disruptions — so ops teams can choose, not guess.
Slotting, pick-path, and labor-planning optimization with live yard and dock visibility.
AI assistants that draft RFPs, benchmark quotes, and flag supplier risk across your category tree.
our approach
SAP, Oracle, Kinaxis, Infor. PLCs, MES systems, and edge deployments with ONNX/TensorRT. Azure IoT Hub, AWS IoT.
On-prem & air-gapped deployments available. Data-lineage tracking, safety audits for vision models, and change-control for every release.
Tell us your highest-leverage workflow. We'll scope a 4-week proof in the first call.