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Heavy Industry & Manufacturing

Software built for the factory floor.

We build Industrial IoT (IIoT) platforms, supply chain visibility tools, and predictive maintenance pipelines that connect legacy machinery to modern cloud analytics.

Assembly Line 4 Status
Active
Temp (Avg)
82.4°C
Vibration
0.8 mm/s
Maintenance required in ~48 hours.

Network Architecture

OT Network (Air-gapped)
SCADA, PLCs, Modbus/OPC UA
Edge Gateway
Data buffering, protocol translation (MQTT)
IT Cloud Environment
Data Lakes, ML Inference, Dashboards

Bridging OT and IT

Operational Technology (machinery) and Information Technology (cloud software) historically speak different languages. We build the secure edge architecture that safely transmits PLC data to the cloud.

Protocol Translation

Converting legacy protocols like Modbus and OPC UA into modern MQTT streams.

Edge Computing

Processing high-frequency sensor data locally before it saturates network bandwidth.

Predictive Maintenance

Moving from reactive repairs (fixing when broken) to prescriptive interventions (fixing before failure).

Telemetry Ingestion

Streaming real-time vibration, temperature, and acoustic data into time-series databases.

Anomaly Detection

Training machine learning models on historical failure data to identify hidden wear patterns.

Automated Dispatch

Automatically generating work orders in your ERP when the failure threshold is approached.

Measurable OEE

We engineer manufacturing software specifically to drive Overall Equipment Effectiveness (OEE). By eliminating unplanned downtime and optimizing yield, these systems pay for themselves within months.

Availability: Decreased unplanned mechanical failures
Performance: Real-time bottleneck identification on the line
Quality: Automated computer vision for defect sorting
Safety: Automated shut-off protocols for hazardous anomalies