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Partnerships / i4 Ops
Industrial Operations

Operational Intelligence for Industrial Edge

Expanso and i4 Ops bridge the gap between OT and IT systems with real-time distributed data processing built for industrial environments

The Industrial Data Gap

Industrial environments generate massive volumes of operational data - sensor readings, PLC signals, equipment telemetry - but most of it never reaches the systems that could act on it. The gap between OT and IT costs manufacturers millions in downtime, waste, and missed optimization.

72%

of industrial data is never analyzed or acted upon

$50B

lost annually to unplanned downtime in manufacturing

10ms

response time required for real-time process control decisions

Expanso + i4 Ops

i4 Ops brings deep industrial domain expertise while Expanso provides the distributed data fabric that connects the factory floor to the enterprise

OT Protocol Support

Native connectors for OPC-UA, MQTT, Modbus, and PROFINET. Collect data from PLCs, SCADA systems, and industrial sensors without custom integration work.

Real-Time Processing

Process sensor data at the edge with sub-millisecond latency. Detect anomalies, trigger alerts, and make control decisions before data ever leaves the plant floor.

Predictive Maintenance

Run ML models at the edge to predict equipment failures before they happen. Reduce unplanned downtime and extend asset lifecycles across your entire fleet.

Data Contextualization

Enrich raw sensor data with operational context - asset metadata, production schedules, and quality parameters - before routing to IT systems.

Air-Gapped Ready

Industrial environments often can't connect to the cloud. Expanso runs fully disconnected, syncing data when connectivity is available.

Multi-Site Visibility

Aggregate operational data from dozens of plants into a single view. Compare performance, standardize processes, and identify best practices across your entire operation.

Industrial Applications

Purpose-built solutions for the most demanding industrial environments

Manufacturing

Monitor production lines in real-time, detect quality deviations at the source, and optimize throughput with edge-processed sensor data. Reduce scrap rates and improve OEE across your entire fleet of equipment.

Quality Control OEE Tracking Process Control

Energy and Utilities

Monitor distributed generation assets, optimize grid operations, and detect faults before outages. Process SCADA and meter data at substations and renewable sites with no cloud dependency.

Grid Monitoring Asset Health SCADA Integration

Connect Your Factory Floor

Bridge the OT/IT gap with Expanso and i4 Ops. Start processing industrial data where it's created.