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BMC Helix Agents
Change Risk Advisor
Produces contextualized risk scores for changes, deployments, and remediation actions by combining historical patterns with real-time service health.
OVERVIEW
Composite operational risk across changes, deployments, and remediation
Risk Advisor evaluates operational risk across changes, deployments, and remediation actions by combining historical success/failure data, current service health indicators, CI dependency complexity, and compliance requirements. It produces composite risk scores with factor-level breakdowns, recommends risk mitigation steps, and supports what-if scenario modeling for proposed actions. It integrates with the Change Orchestrator agent for pre-change risk assessment.
Capabilities and value delivered
Core capability
Multi-factor risk evaluation
Combines historical success and failure data, current service health, configuration item (CI) dependency complexity, and compliance requirements.
Factor-level breakdowns
Produces composite risk scores that can be interrogated factor by factor rather than accepted as a number.
Mitigation recommendations
Recommends specific risk mitigation steps for the risks it identifies.
What-if modeling
Supports scenario modeling for proposed actions before they are committed.
Value delivered
More accurate risk scores
Risk score accuracy is the agent's primary metric, calibrated against actual outcomes.
Fewer change-related incidents
Change-related incidents is the agent's secondary metric.
Broader risk coverage
Risk assessment coverage extends to deployments and remediation actions, not just formal changes.
Governed by default
- Human in the loop: Always for high-risk actions
- Audit: Comprehensive scope
- Escalation: Risk score over eight
- Data scope: Change, CI, incident, metric records
