Analyzes change requests, assesses risk based on blast radius and historical data, routes approvals intelligently, and ensures compliance—turning change management from bureaucratic bottleneck into risk-aware enablement. All on your infrastructure.
"We analyzed a year of incidents. 73% traced back to changes—deploys, config updates, infrastructure modifications. The pattern was clear: risky changes during peak hours, no rollback plans, insufficient testing. But our change process couldn't distinguish a routine log level update from a database schema migration. Everything got the same 5-day approval cycle. So engineers started bypassing the process. Which made things worse."
— VP of Engineering, Financial Services Platform (2,000+ changes/month)
Deploy an AI that assesses change risk based on real data, routes approvals intelligently, and ensures compliance—so low-risk changes fly through while high-risk changes get the scrutiny they deserve.
Analyzes change type, blast radius, historical outcomes, and timing. Risk scores based on data, not vibes. Low-risk changes auto-approve. High-risk changes get scrutiny.
Routes to the right approvers based on risk, impact, and change type. Skip unnecessary approvals for standard changes. Escalate risky changes to CAB. Compliance built in.
Correlates changes with incidents. Learns what went wrong. Updates risk models. Every failure makes future predictions more accurate.
Application releases, container updates, serverless deployments. Staged rollouts with validation.
Feature flags, environment variables, service configs. Audit trail and rollback capability.
Schema migrations, index changes, data modifications. DBA review workflows.
Terraform changes, network updates, cloud resources. Blast radius analysis.
Access control, firewall rules, certificate updates. Security team fast-track.
API changes, third-party connections, webhook updates. Dependency mapping.
Patches, updates, routine changes. Standard change templates.
Incident fixes, critical patches. Expedited approval with post-review.
Engineer needs to update a feature flag. Low risk. No downtime. Done 100 times before. Old process: Submit ticket. Wait for CAB. 6 days later, approved.
Schema migration affecting the orders table. 50M rows. Peak season approaching. Recognized as high-risk, routed to DBA and CAB with full context.
Engineer submits infrastructure change. Looks routine. But agent recognizes: last 3 similar changes during business hours caused degradation.
Production incident. Fix identified. No time for normal process. Emergency path that's fast AND creates full audit trail.
Data-driven risk assessment. Blast radius, historical outcomes, timing, dependencies. Scores from 0-100.
Routes to right approvers based on risk and change type. Skip unnecessary approvals. Escalate when needed.
Low-risk standard changes approved automatically. Pre-approved templates. Full audit trail.
Maps dependencies and blast radius. Identifies affected services, users, and revenue exposure.
Learns from past incidents. Identifies risky patterns. Prevents repeat failures.
Fast-track for incidents. Expedited approval. Automatic documentation. Post-review scheduling.
Verifies rollback plans exist. Estimates recovery time. Flags missing rollback scripts.
Suggests optimal timing. Enforces change freezes. Coordinates maintenance windows.
Audit-ready reports. SOC 2, PCI, ITIL compliance. Change success metrics.
A clear charter, defined triggers, and agreed levels of human oversight—structured for enterprise deployment.
Inputs – Change requests, CI/CD events, historical change data, incident correlations, compliance requirements
Outputs – Risk scores, approval routing, compliance reports, rollback validations, change analytics
Escalate to CAB when: risk score exceeds threshold, emergency change requested, compliance concerns detected, cross-system dependencies unclear, novel change type encountered
Pay once. Own the asset. Full source code on Google ADK. Deploy, modify, extend.
Change requests, risk assessments, and approval history never leave your infrastructure.
New compliance frameworks, risk model updates, and integration support. You own agents; you subscribe to safety.
Configure risk thresholds, approval routing, and change freeze policies for your organization.
Deploy the Change Management Agent on your infrastructure. Risk-aware approvals. Faster velocity. Fewer incidents.
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