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Encrypted SCADA and telemetry analytics
Anomaly detection and predictive maintenance must run without placing raw setpoints, breaker states, or asset identifiers in a vendor cloud. Historian replication to SaaS analytics is standard industry practice: and standard failure mode in cyber assessments.
How it runs
Models consume encrypted historian streams on Umbra at the control-centre aggregation tier. Feature extraction, seasonality detection, and fault-classification run on ciphertext; asset tags and setpoints never resolve in the analytics zone.
What changes
Maintenance and capacity insight without a plaintext OT data lake outside the trust boundary. OT segmentation policy is preserved because analytics never required decryption at the vendor boundary.
