Predictive Risk Alerts

Description
VIRA™ Predict delivers predictive risk alerts that detect procedural deviations before they escalate into incidents. Using real-time telemetry and AI logic, the platform continuously monitors critical steps in Lockout/Tagout (LOTO), energized work, and commissioning workflows — enabling proactive intervention at the exact moment risk emerges.
Unlike traditional safety audits or post-incident reports, VIRA™ Predict focuses on live deviation detection — identifying when a procedural step is skipped, reversed, or executed out of order. The alerts are not reactive. They are risk-governance triggers designed to stop unsafe execution in its tracks.
This feature supports hyperscalers, REITs, and colocation providers by enforcing consistent, scalable oversight across high-risk electrical environments. Alerts are fully auditable and structured to integrate into owner-defined escalation logic.
Monitors field execution of Methods of Procedure (MOPs), LOTO plans, and switching sequences in real time — identifying drift from the digital twin baseline before safety is compromised.
Each deviation is analyzed by the AI Risk Engine, assigned a severity score, and logged with metadata (who, what, where, when) to support governance-level review and incident prevention strategy.
When deviations exceed risk thresholds, automated alerts are triggered to Supervisors, Energy Marshals, Safety Professionals, or Commissioning Managers — enabling timely interventions before energy exposure or operational failure occurs.
All predictive alerts are recorded, timestamped, and linked to procedural expectations. This forms a living, searchable audit trail — allowing users to enforce contractor accountability without relying on manual observation.

Get Answers to Common Questions
Find answers to frequently asked questions about how VIRA™ Predict delivers AI-powered risk governance for high-risk electrical work. If you have additional questions or want to see how VIRA™ Predict can integrate into your commissioning or energization workflows, don’t hesitate to contact us.
Predictive Risk Alerts are real-time notifications generated by VIRA™ Predict when the platform identifies deviations from expected procedures — such as skipped steps in Lockout/Tagout (LOTO), reversed switching sequences, or unauthorized energization attempts. These alerts enable safety managers, Energy Marshals, or supervisors to intervene before exposure occurs, dramatically reducing the likelihood of electrical incidents during commissioning or live work.
The platform ingests telemetry from IoT devices (voltage sensors, door sensors, security badges) and compares real-world task execution to a modeled Method of Procedure (MOP) or LOTO workflow in the Digital Twin. Any drift from the expected task sequence — based on timing, order, or authorization — is analyzed by the AI Risk Engine and scored for severity.
Alerts can be configured to notify specific roles such as EHS Professionals, Commissioning Agents, Energy Marshals, Supervisors, or owner-side governance teams. Escalation rules are fully customizable based on deviation severity, task type, or asset criticality — ensuring the right stakeholders are informed without alert fatigue.
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