Colorado Credit Union • Financial Services

AI SRE Agent for Multi-Cloud Operations

Multi-agent system that autonomously investigates incidents, correlates telemetry across AWS, Azure, and GCP, and delivers root cause analysis within minutes.

100%
Alerts investigated
<33min
Average MTTR
87%
Faster incident resolution

Always-On AI That Works Like Your Best Engineers

Colorado Credit Union needed an intelligent system that could operate 24/7 across their complex multi-cloud infrastructure, handling everything from alert triage to root cause analysis without human intervention.

Triages Alerts & Plans Intelligent Investigations

The AI agent processes over 50,000 daily alerts, filtering noise to identify genuine incidents, then formulates investigation strategies using historical data and production context. It automatically pulls and correlates data from logs, metrics, traces, and infrastructure across all cloud providers.

  • Correlates alerts across AWS, Azure, and GCP services
  • Analyzes 18 months of incident history and runbooks
  • Correlates distributed traces across microservices
  • Creates parallel investigation paths simultaneously
  • Analyzes infrastructure changes and deployment events
  • Reduced false positives by 78% in first 90 days
Intelligent Alert Triggered User experience degradation detected Page load: 8.3s (baseline: 1.1s) t+0s detect 🤖 AI Agent Investigates Analyzes metrics across AWS + GCP + Azure t+5s query Training Data Search 📚 18mo incident history 📖 Runbooks & SOPs 🔧 Past resolutions t+45s correlate Root Cause Found AWS Lambda errors → GCP DB latency 96% confidence t+2m search Runbook Solutions Solution A Scale database vertically to handle increased load Match: 67% Solution B ✓ Add Redis cache layer to reduce DB query load Match: 94% t+3.5m apply ✓ Solution Applied Deployed Redis cache layer to production environment across all regions Page load: 1.2s (85% improvement) Resolution time: 4.7 minutes t+4.7m

Operates Within Security & Regulatory Guardrails

The AI agent operates within strict security frameworks and regulatory compliance requirements, ensuring all actions adhere to organizational policies and industry standards.

  • Enforces SOC 2, HIPAA, and PCI-DSS compliance requirements
  • Operates within defined change management windows
  • Requires approval for production environment changes
  • Maintains full audit trails for all automated actions

Learns from Every Interaction

The system continuously improves by analyzing past incidents, incorporating feedback, and building organizational knowledge.

  • Ingests post-mortems and resolution procedures automatically
  • Identifies patterns across 200+ operational behaviors
  • Reinforces successful remediation strategies
  • Avoids repeat mistakes through continuous learning
Incident Response Post-Mortem Analysis Pattern Identification Knowledge Base Update

Documents and Shares Knowledge

Automatically generates incident documentation, updates tickets, and shares findings with teams in real-time.

  • Creates comprehensive post-mortems automatically
  • Updates Jira, ServiceNow with investigation details
  • Posts findings to Slack channels for visibility
  • Builds searchable knowledge base of resolutions

Ready to Transform Your Operations?

Deploy AI-driven incident response that operates like your best engineers—across any cloud, at any scale.