⚙️ DevOps & Cloud

Govern CI/CD Agents Before They Break Prod

Ship AI agents fast. Govern them automatically. Pipeline governance, infrastructure safety, and incident response controls — ensuring AI-assisted DevOps doesn't introduce risk at the speed of deployment.

42%
Projects Abandoned for Cost Overruns
80%
AI Projects Fail without Governance
Zero
Unauthorized Deployments
Instant
Rollback Capability

What AI-Assisted DevOps Gets Wrong

AI coding agents and deployment bots move fast. Without governance rails, fast means dangerous.

Untested Changes in Production

AI-powered CI/CD agents are deploying untested changes to production environments. Without governance gates, a single misconfigured agent can push a critical vulnerability to millions of users in minutes — before any human can intervene.

Dangerous Infrastructure Changes

Infrastructure-as-code AI is making configuration changes that open security vulnerabilities — changes that wouldn't pass manual review but slip through automated pipelines, discovered only during the next security scan.

Runaway Cloud Costs

AI incident response bots are taking unauthorized remediation actions that generate massive cloud bills. Without spending controls, a single overnight incident can cost tens of thousands of dollars in compute before anyone wakes up.

AI Agents You Can Trust. Outcomes You Can Prove.

DevOps teams shipping faster — with governance built in from the start.

AI Deployment Gone Wrong
Challenge

An AI coding assistant auto-merged a PR containing a critical security vulnerability and deployed it to production in 4 minutes — before any human could review or intervene.

Result

A policy gate now requires security scan results and human approval for all production deployments. Deployments are blocked until both conditions are met — eliminating unauthorized releases entirely.

Infrastructure Configuration Drift
Challenge

An AI agent modified infrastructure configuration, inadvertently opening a dangerous access path across 50 servers. The change was only caught when a security scanner ran 24 hours later.

Result

Automated pattern detection identifies dangerous configuration changes and blocks them before they apply. Infrastructure teams are alerted immediately — no waiting for scheduled security scans.

Incident Response Runaway
Challenge

An AI incident response bot auto-scaled infrastructure to 10x normal capacity during an incident, generating a $50K cloud bill overnight — with no human aware it was happening until the invoice arrived.

Result

Spending caps limit automated scaling spend. A circuit breaker triggers at defined thresholds, and human approval is required before the agent can continue beyond its authorized budget.

Compliance & Certifications

From Shadow AI to Governed AI — with the security baselines DevOps teams need to pass audits.

SOC 2 ISO 27001 CIS Benchmarks NIST CSF

Ship AI Agents Fast. Govern Them Automatically.

Every deployment policy-gated. Every configuration change validated. Every cost controlled. See how RuntimeAI governs AI in DevOps.