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GRC AIOps services

Continuous compliance, automated evidence, risk analytics and policy-as-code across hybrid infrastructure.

Talk to a GRC AIOps Specialist
Illustrative view: a control coverage matrix, a risk heatmap and an automated audit evidence package

Five GRC AIOps services

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

Continuous Compliance & Auto-Remediation

Test cloud, Kubernetes, Linux and IaC against mapped controls and fix approved violations.

Example scenario

Introduce a known violation, map it to controls, remediate it and show before and after evidence.

Core capabilities

  • Control library
  • CIS, NIST and ISO mapping
  • Continuous scanning
  • Drift detection
  • Exception workflow
  • Dashboards

EvidenceOps: Audit Evidence & Control Testing

Replace manual evidence collection with scheduled collectors and automated control tests.

Example scenario

Generate an audit package with timestamped evidence and automated test results.

Core capabilities

  • Evidence catalog
  • Collector jobs
  • Integrity metadata
  • Control tests
  • Retention
  • Auditor view

Risk Register & Control Gap Prediction

Update operational risk from incidents, vulnerabilities, failed controls and asset criticality.

Example scenario

Add a new exposure and failed controls, and watch residual risk rise automatically.

Core capabilities

  • Risk model
  • Asset context
  • Control effectiveness
  • Trend analysis
  • Heatmap
  • Treatment tracking

Policy-as-Code & Drift Management

Turn governance requirements into executable policy for CI/CD, cloud and Kubernetes.

Example scenario

Block a privileged deployment, approve a temporary exception and show it expire automatically.

Core capabilities

  • OPA and Kyverno policy
  • Policy lifecycle
  • Waivers
  • Git versioning
  • Drift dashboard
  • Policy tests

Third-Party & Vendor Risk

Track vendor risk using attestations, SLA incidents, questionnaires and approved external inputs.

Example scenario

Let vendor evidence expire and show risk, remediation and renewal status update.

Core capabilities

  • Vendor inventory
  • Questionnaires
  • Evidence tracking
  • SLA metrics
  • Control mapping
  • Renewal dashboard

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 GRC 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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