AI DEVOPS ENGINEER

Operations that continue
past the alert.

DeployIQ connects deployment, infrastructure, CI/CD, Kubernetes, logs, metrics, traces, and incident context—then helps teams diagnose, remediate, and verify recovery.

01

THE OPERATING LOOP

Understand. Observe. Detect. Diagnose. Remediate. Verify. Optimize.

DeployIQ follows the complete operational lifecycle. It does not stop at detection or send engineers into another dashboard to reconstruct the incident.

  • 01Collect change and runtime context
  • 02Correlate signals across services and tools
  • 03Explain the root cause and blast radius
  • 04Prepare policy-aware remediation
  • 05Verify service health after the action
02

DEPLOYMENT INTELLIGENCE

Every release becomes explainable.

DeployIQ understands the application, service, environment, version, commit, pull request, deployment strategy, health checks, previous revision, and rollback state behind a release.

  • 01Pre-release and in-flight risk analysis
  • 02Change summaries connected to affected services
  • 03Health and incident correlation
  • 04Rollback readiness with compatibility context
03

INCIDENT INVESTIGATION

Evidence before conclusions.

Logs, metrics, traces, Kubernetes events, cloud configuration, infrastructure changes, commits, and deployments are evaluated together. The result explains what failed, why, what changed, and what should happen next.

04

CONTROLLED REMEDIATION

Automation with production boundaries.

DeployIQ can prepare and execute remediation such as rollback, scaling, configuration repair, pipeline repair, infrastructure-as-code fixes, and remediation pull requests. Sensitive actions remain subject to approval and policy.

  • 01Show the proposed change and evidence
  • 02Explain expected impact and risk
  • 03Require approval where policy demands it
  • 04Verify errors, latency, health checks, logs, and workload state afterward

NEXT STEP

See the full investigation loop.

Bring a deployment or incident scenario and walk through how DeployIQ would reason about it.

Book a Demo