DC Supervisor

Decision Intelligence that validates identity, equipment state and work activity.

A Physical AI system that monitors critical environments, operational patterns and aligns OT signals with visual evidence.
Why DC Supervisor

Unified Verification Across Access, State and Work Activity

Identity and Zone Access Validation

Continuously confirms who enters specific racks, zones, and utility areas, validating every movement against the correct work order and authorized task.

Continuous Facial Recognition

Verify360 constantly identifies personnel across all datacenter zones, ensuring every face observed corresponds to an active, authorized maintenance assignment.

Badge to Task Matching

Badge entries are validated against assigned work orders, ensuring every access attempt aligns with the correct rack, location, and intended work activity.

Real-Time Zone Tracking

Movement across aisles, cages, and utility areas is monitored continuously, confirming personnel remain within approved operational boundaries defined for each task.

Unauthorized Presence Alerts

Unexpected presence or mismatched identities trigger immediate alerts, helping security teams respond quickly to unapproved access or suspicious movement patterns.

Entry and Dwell Compliance Monitoring

Ensures that time spent at any rack or zone strictly matches authorized work duration and expected activity patterns.

Dwell Time Validation

Technician dwell duration at each rack is continuously monitored to confirm alignment with authorized maintenance windows defined in scheduled work orders.

Entry to Exit Mapping

Verify360 records full entry-to-exit sequences, ensuring every action within a zone corresponds precisely with approved maintenance tasks and intended operational activity.

Early or Extended Stay Detection

Unexpected early arrival or prolonged stay triggers alerts, enabling rapid intervention when technician timing deviates from approved work plans.

Complete Access History Logs

All access events are compiled into detailed logs, supporting compliance audits and investigations requiring accurate, verified timelines of personnel activity.

Equipment and Component State Assurance

Observes hardware, cables, and rack components, validating all physical changes and interactions against expected operational states.

Cable and Component Change Detection

Cable movement, removal, or reconnection is automatically flagged, ensuring every adjustment matches expected actions defined within current maintenance assignments.

PSU and Drive Indicator Monitoring

Power supply LEDs, drive lights, and component indicators are continuously watched to validate proper behavior aligned with authorized work operations.

Port and Switch Activity Tracking

Network port changes, link-state transitions, and switch interactions are verified to ensure they correspond with approved technician tasks and configurations.

Rack Door and Panel State Checks

Open racks, shifted panels, and unexpected physical changes trigger alerts when they do not match work order requirements or allowed access conditions.

Cooling, OT, and Environmental Monitoring

Verify360 validates cooling systems, OT telemetry, and environmental health across racks and facility zones, confirming all signals match expected baselines.

Liquid Cooling System Oversight

CDUs, pumps, manifolds, valves, hoses, and cold plates are continuously monitored to ensure operational behavior aligns with allowed maintenance activities.

Leak, Condensation and Drip Detection

Unexpected moisture, drips, or cooling anomalies are detected and correlated instantly with facility zones, confirming whether conditions align with scheduled work.

OT and Redfish Telemetry Validation

Telemetry from Redfish, BIM, HVAC, and facility OT feeds is compared against expected signatures, identifying deviations inconsistent with approved tasks.

Environmental Baseline Assurance

Temperature, airflow, and ambient conditions are validated continuously to confirm all environmental readings match baseline expectations for each operational zone.

Maintenance Action Validation

Confirms every technician action matches the intended maintenance procedure, ensuring accurate alignment with the assigned work order.

Task-to-Action Correlation

Technician actions are evaluated continuously to confirm each performed step aligns precisely with expected procedures listed within the active work order.

Unauthorized Step Detection

Unplanned or out-of-sequence actions are flagged immediately, helping supervisors identify deviations from approved procedures requiring review or correction.

Tool and Component Handling Checks

Tool usage and component manipulation are monitored to validate that all interactions correspond accurately with authorized repair, replacement, or inspection tasks.

Procedure Completion Verification

Verify360 confirms completion of required maintenance steps, ensuring all assigned tasks were properly executed and documented for compliance accuracy.

Multi-Angle Evidence Correlation

Synchronizes fixed cameras, body cams, and helmet cams to create fully verified maintenance evidence.

Wearable Camera Alignment

Body and helmet camera footage is automatically synchronized with scheduled tasks, validating technician activity with clear, time-aligned visual context.

Fixed Camera Cross-Reference

Rack-facing and zone cameras provide corroborating views, ensuring all actions match footage from multiple angles for precise verification.

OT and Video Fusion

Operational telemetry and camera streams are combined to create unified evidence that reflects actual work conditions and technician interactions accurately.

Compliance Ready Evidence Logs

All footage and telemetry are compiled into structured records, supporting audits, investigations, and post-work validation with complete, verified clarity.
Integrations

Ecosystem of Partners and Integrations

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Telemetry Systems

Redfish, SNMP, IPMI and other data integrations to map vision AI based physical audit data
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Modbus

Read and write to PLC registers to trigger safety stops and other custom logic based on vision AI unified data
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MQTT

Subscribe and publish to MQTT to trigger safety stops and other custom logic based on vision AI unified data
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OPC-UA

Connect with OPC-UA complatible systems to trigger custom logic based on vision AI unified data
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SafetyCulture

Automatically generate issues, attaching the required visual proof in photos and videos for full verification
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Integration Clouds

Work faster and smarter by integrating with other integration clouds that has many built-in adaptors

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Frizb AI Supervisor

Unified Visual Intelligence for Safer and Verified Datacenter Operations

Strengthens Access Control and Operational Certainty
Provides continuous awareness of identities, movement, and zone access across racks and utility areas, reducing unauthorized entry, misaligned activity, and access-related risk.
Validates Equipment State & Reduces Configuration ErrorsDelivers verified insight into equipment behavior, cable changes, cooling components, and OT signals, preventing misconfigurations, missed anomalies, and undetected state deviations.
Edge Processed and Facility Controlled
All inferencing runs inside the datacenter, ensuring video and OT telemetry never leave your environment, preserving privacy, compliance, and operational isolation.
Adapts Automatically to Rack, Cooling, and OT Changes
Learns evolving rack conditions, liquid cooling behavior, technician patterns, and equipment updates, delivering consistent intelligence without retraining, even as infrastructure changes.