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CloudOps AIOps services

Hybrid and multi-cloud inventory, health analytics, drift intelligence, workload placement and governed remediation.

Talk to a CloudOps AIOps Specialist
Illustrative view: AWS, Azure, Google Cloud and private cloud under one operations layer, with drift reconciliation, workload placement and outage blast radius

Five CloudOps AIOps services

Each service can be taken alone. They share telemetry, policy and runbooks when combined.

Hybrid & Multi-Cloud Operations Control Plane

One operations layer for AWS, Azure, GCP and private-cloud inventory, health, incidents, changes and automation.

Example scenario

Show several provider environments in one control plane and run one cross-cloud workflow.

Core capabilities

  • Multi-cloud inventory
  • Health normalization
  • Ownership and tagging
  • Service map
  • Incident view
  • Automation catalog

Cloud Resource Health & Auto-Remediation

Detect unhealthy cloud resources and recover them under policy control.

Example scenario

Simulate unhealthy compute or application infrastructure and demonstrate recovery.

Core capabilities

  • Resource health
  • Failure classification
  • Remediation catalog
  • Approval policy
  • Post-checks
  • Audit

Configuration Drift & Governance Remediation

Compare cloud state with desired IaC and policy and safely reconcile drift.

Example scenario

Create console drift and restore the intended state through Git and IaC.

Core capabilities

  • Desired-versus-actual state
  • Terraform drift
  • Tagging
  • IAM and network drift
  • Exceptions
  • History

Multi-Cloud Capacity & Workload Placement

Recommend placement from capacity, latency, availability, policy and cost inputs, with reasons.

Example scenario

Submit a workload profile and compare placement options across private and public cloud.

Core capabilities

  • Capacity model
  • Workload profile
  • Constraints
  • Availability scoring
  • Latency
  • Explainability

Service Dependency & Outage Impact

Map applications to cloud dependencies, correlate provider events and estimate blast radius.

Example scenario

Fail a shared dependency and show every affected application and the contingency actions.

Core capabilities

  • Service catalog
  • Dependency graph
  • Event ingestion
  • Impact analysis
  • Owner routing
  • Contingency view

What you receive

Every service is built as a local-first lab, then extended to your private cloud and to AWS, Azure or GCP.

KPI dashboards

Ingestion health, processing latency, decisions, automation success and failure, overrides and false positives where measurable.

Runbooks and policies

Validated, allowlisted actions with approval rules and least-privilege identities.

Failure-path tests

Healthy, false-positive, policy-blocked, automation-failure, rollback and telemetry-source-failure cases, all exercised.

Audit evidence and demo

Retained evidence for every decision, a short demo script, and setup, troubleshooting and cleanup documentation.

Automation with guardrails, not blind trust

Rules every AIOps action follows, in every track.

Allowlisted actions only

AI output never goes straight to a shell, cloud API or cluster. It selects from validated runbooks.

Approval for high-risk change

Disruptive actions wait for a person. Low-risk, reversible steps can run on their own once you agree the rule.

Verified outcomes

Every action is followed by a health check, with rollback or compensation when the check fails.

Complete audit history

Signals, scores, model or rule versions, approvals and results are retained and reviewable.

Typical technology base

  • OpenTelemetry
  • Prometheus
  • Grafana
  • Loki / Tempo
  • Kubernetes
  • Helm
  • Terraform
  • Ansible
  • Argo CD / Rollouts
  • Python / FastAPI
  • PostgreSQL
  • Redis / NATS / Kafka
  • Trivy · Semgrep · Checkov

Adapted to the tools you already run.

Other AIOps tracks

Combine tracks to share telemetry, policy and runbooks.

Start with CloudOps AIOps?

Tell us what you run and where operations hurt most. We will suggest where to begin.

Talk to an AIOps Specialist

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