Industrial IoT & shop-floor connectivity
We connect the machines, sensors, and control systems that speak their own languages to the systems that run the business, turning the floor into a source of real-time data.
- –Industrial protocol integration (OPC UA, Modbus)
- –Sensor and PLC data acquisition
- –Edge gateways and connectivity
- –Machine and equipment telemetry
Operational systems integration
We bridge OT and IT — connecting MES, ERP, SCADA, and the cloud so your operation runs as one connected system instead of disconnected silos.
- –OT/IT integration
- –MES and ERP connectivity
- –SCADA and historian integration
- –Unified operational data model
Predictive maintenance & operational analytics
We turn machine signals into foresight — models and dashboards that flag failures before they stop the line and surface where uptime, quality, and throughput are really going.
- –Predictive maintenance models
- –OEE and throughput analytics
- –Anomaly and quality detection
- –Real-time operational dashboards
Data engineering & analytics
We build the pipelines and platforms that capture floor and business data reliably, so the metrics you need are trustworthy and available when you act on them.
- –High-volume time-series pipelines
- –Data lakes and warehouses
- –Historian and sensor data modeling
- –Reporting and self-service analytics
Supply chain & logistics systems
We build software that tracks material and product flow across the supply chain, so you can see and manage what's moving in, through, and out of your operation.
- –Inventory and material tracking
- –Supplier and logistics integration
- –Traceability and lot tracking
- –Demand and supply visibility
Custom applications & internal tools
We build the internal tools your operation actually needs — from operator interfaces to reporting apps — designed for the realities of the plant floor.
- –Operator and HMI applications
- –Quality and compliance tooling
- –Workflow and approval apps
- –Mobile and tablet floor tools
Legacy modernization
Critical floor systems are often decades old and too risky to touch. We modernize them incrementally so you reduce risk without interrupting production.
- –Incremental modernization without downtime
- –Integration before replacement
- –Re-platforming of aging systems
- –Documentation and knowledge transfer
AI & ML, applied where it helps
We apply machine learning where it earns its place on the floor — quality, maintenance, and optimization — and tell you plainly where it doesn't.
- –Visual inspection and defect detection
- –Process optimization models
- –Demand and maintenance forecasting
- –Validation and monitoring