Factory floors that think, adapt, and improve continuously

Predictive maintenance & downtime prevention

Detect bearing wear, motor degradation, and hydraulic pressure drift weeks before failure. Schedule maintenance during planned changeovers instead of reacting to breakdowns that cascade through your production schedule and delivery commitments.

Quality control & defect detection

Catch surface defects, dimensional drift, and assembly errors in real time using vision systems and inline sensor data. Correlate defect patterns with upstream process variables to fix root causes, not just reject bad parts downstream.

Production scheduling & OEE optimization

Optimize job sequencing, changeover timing, and batch sizing against real constraints: tooling availability, material lead times, energy costs, and customer delivery windows. Improve OEE by attacking the specific losses your plant actually experiences.

MES/ERP integration & IIoT sensor fusion

• Bidirectional integration with SAP, Oracle, Plex, and other ERP/MES platforms so work orders, BOMs, and production actuals stay synchronized without manual data bridges.
• IIoT sensor fusion that combines vibration, temperature, pressure, and power-draw signals from PLCs and edge gateways into unified asset health scores.
• OPC-UA and MQTT connectivity for brownfield environments where legacy equipment needs to participate in data collection without control-system modifications.

ISO compliance & digital twin readiness

• ISO 9001 and IATF 16949 alignment with automated CAPA tracking, nonconformance documentation, and control plan verification built into the AI workflow.
• Digital twin foundations that map physical assets to virtual models, enabling what-if simulation for process changes, capacity expansion, and new product introduction before you commit floor space and capital.
• Traceability from raw material lot to finished goods serial number, supporting recall readiness and customer-specific quality documentation requirements.