In Development

GridIris: AI-Powered Predictive Operations for GridColo Facilities

Continuous monitoring, predictive intelligence, guided workflows, and audit-ready operations for critical infrastructure

Predict failures before they happenReduce alert noise, accelerate responseEvidence-ready operations & compliance
GridIris AI Assistant

What is GridIris?

GridIris is a site-wide operations intelligence layer that continuously monitors, analyzes, and orchestrates critical infrastructure operations across GridColo facilities.

By ingesting telemetry from power systems, cooling equipment, access control, and facility operations, GridIris correlates events, predicts failures, recommends actions, and automates workflows—all while maintaining human oversight and creating audit-ready records.

GridIris is designed with a human-in-the-loop approach, ensuring that critical decisions remain in the hands of trained operators while AI augments their capabilities.

How It Works
Four-stage intelligent operations pipeline

1. Ingest

Telemetry, alarms, tickets, access events, and operational data

2. Correlate

Cases, patterns, anomalies, and root cause analysis

3. Recommend

Actions, runbooks, risk scoring, and prioritization

4. Orchestrate

Work orders, escalations, approvals, and audit trails

Human-in-the-loop by design

Core Capabilities

Comprehensive operational intelligence across all facility systems

Predict & Prevent

Equipment Failure Prediction

Advanced analytics detect degradation patterns before equipment fails

  • • UPS battery health trends
  • • Generator performance monitoring
  • • Cooling system efficiency
  • • PDU load balancing issues
Remaining Useful Life

Calculate equipment lifespan and optimize replacement schedules

  • • Degradation trend analysis
  • • Maintenance timing optimization
  • • Budget planning support
  • • Risk-based prioritization
Anomaly Detection

Identify unusual patterns across all facility systems

  • • Power consumption anomalies
  • • Cooling system irregularities
  • • Environmental drift detection
  • • Cross-system correlations
Capacity Forecasting

Predict and plan for future capacity requirements

  • • Power capacity planning
  • • Cooling load projections
  • • Space utilization trends
  • • Growth scenario modeling

Diagnose & Respond

Alert Correlation

Transform alert noise into actionable cases with context

  • • Multi-system event grouping
  • • Duplicate suppression
  • • Priority scoring
  • • Case-based workflows
Root Cause Analysis

AI-powered hypotheses with confidence levels and supporting evidence

  • • Probable cause ranking
  • • Evidence correlation
  • • Historical pattern matching
  • • Confidence scoring
Incident Timeline

Auto-generated situation reports with chronological event tracking

  • • Event sequence reconstruction
  • • Action documentation
  • • Stakeholder communications
  • • Post-incident reports
Guided Actions

MOP/EOP-aware recommendations for operator response

  • • Step-by-step procedures
  • • Safety checklist integration
  • • Approval gate awareness
  • • Escalation triggers

Orchestrate Work

Auto-Drafted Work Orders

Pre-populated work orders with evidence and context

  • • Evidence attachments
  • • Recommended actions
  • • Asset information
  • • Required approvals
Intelligent Dispatch

Smart routing and escalation based on skills and availability

  • • Skill-based assignment
  • • Workload balancing
  • • Escalation paths
  • • On-call integration
Maintenance Optimization

Optimize scheduling windows and maintenance coordination

  • • Risk-based scheduling
  • • Impact minimization
  • • Resource coordination
  • • Customer communication
Shift Handoffs

Automated summaries and watch briefs for operational continuity

  • • Key events summary
  • • Ongoing issues tracking
  • • Action items transfer
  • • Watch points highlighting

Security & Safety

Access Event Monitoring

Situational awareness for facility access and security events

  • • Anomaly flagging
  • • Pattern detection
  • • After-hours monitoring
  • • Access correlation
Assisted Review

Camera feed awareness for real-time verification support

  • • Event-driven review prompts
  • • Situational context
  • • Verification workflows
  • • Incident documentation
Policy Enforcement

Automated prompts for critical safety and security policies

  • • Two-person rule reminders
  • • Sensitive area protocols
  • • Safety procedure checks
  • • Compliance verification
Visitor Workflow

Guided visitor and vendor management with audit logs

  • • Check-in automation
  • • Escort coordination
  • • Duration tracking
  • • Compliance documentation

Evidence & Compliance

Audit-Ready Records

Complete documentation of what happened, who approved, and what changed

  • • Immutable event logs
  • • Approval chains
  • • Change tracking
  • • Compliance reporting
Evidence-on-Demand

Instant packages of maintenance, testing, and incident history

  • • Customer requests
  • • Audit preparation
  • • Compliance verification
  • • Historical analysis
Continuous Improvement

Lessons learned automatically update operational procedures

  • • Pattern identification
  • • Runbook refinement
  • • Best practice evolution
  • • Training insights

Why It Matters

Real business outcomes from predictive operations intelligence

30-50% Reduction in Unplanned Downtime

Predictive maintenance and early warning systems catch failures before they cascade into outages

60% Faster Mean Time to Resolution

Alert correlation and guided response accelerate diagnosis and repair workflows

85% Alert Noise Reduction

Intelligent correlation eliminates duplicate and low-priority alerts, focusing operators on what matters

Audit-Ready Operations by Default

Every action, decision, and communication automatically documented with evidence trails

Reduced Operator Cognitive Load

Context-aware recommendations and automated workflows let operators focus on critical decisions

Institutional Knowledge Preservation

Continuous learning from incidents improves procedures and prevents knowledge loss

GridIris AI Assistant

How GridIris Integrates at GridColo

Connects with all critical facility systems for comprehensive operational intelligence

System Integrations
  • EPMS / Power monitoring systems
  • BMS / HVAC controls (read-first, action by approval)
  • DCIM / Asset inventory
  • Ticketing / CMMS / Work orders
  • Access control & visitor management
  • Cameras / Video management (assisted review)
  • Network monitoring / SNMP / Syslog
Security & Governance
  • RBAC permissions and role-based access
  • Full audit logging of all actions
  • Approval gates for critical operations
  • Least privilege integration model
  • Evidence retention policies
  • Compliance framework alignment
  • Secure API endpoints

Operator Experience

Multiple interfaces designed for different roles and contexts

GridColo Portal

Comprehensive dashboards, case management, and operational intelligence for facility teams

Kiosk Terminals

On-site terminals with badge tap authentication for quick access and role-based views

Mobile Apps

Field technician tools for tasks, guided procedures, and instant acknowledgements

Voice Interface

Optional push-to-talk voice interaction for hands-free queries and status updates

Example Scenarios

Cooling Loop Instability
  1. 1.Anomaly detected in chiller performance
  2. 2.Case created with correlated events
  3. 3.Recommended diagnostic checks presented
  4. 4.Work order drafted with evidence
UPS Anomaly Trend
  1. 1.Battery degradation pattern identified
  2. 2.Risk score calculated and escalated
  3. 3.Maintenance window suggested
  4. 4.Approval workflow initiated
After-Hours Access
  1. 1.Unusual access pattern detected
  2. 2.Events correlated across systems
  3. 3.Camera verification prompt displayed
  4. 4.Incident logged with evidence