Industrial data-management platform that ingests siloed machine, PLC, SCADA, ERP and sensor data, applies semantic modeling, normalization and enrichment to create AI-ready, explainable data products. Targets factories, energy and infrastructure operators; connects to existing stacks, runs on-prem or in the cloud, and provides logic engines and AI agents for monitoring, anomaly explanation and real-time action.