Overview
IT Change Risk Assessor is an AI-powered agent accelerator that helps organizations reduce change failures and improve reliability across AWS and hybrid environments.
The agent analyzes historical change data, system dependencies, and hidden risk patterns to deliver actionable insights, risk scores, and mitigation recommendations. By integrating with AWS-native tools such as AWS Systems Manager and CloudWatch, it enhances change visibility, governance, and decision-making. It supports Change Advisory Boards (CABs) and IT managers in proactively identifying risks, minimizing disruption, and strengthening operational resilience through a data-driven, automated change risk assessment approach.
Why Use This AI Agent?
• Accelerates Cloud Reliability: Identifies risks in configuration or infrastructure changes before deployment on AWS.
• Reduces Failures: Detects high-risk changes early to prevent outages and rollbacks.
• Improves Decision-Making: Delivers risk scores and impact insights for informed go/no-go decisions.
• Enhances Operational Resilience: Strengthens reliability across AWS and hybrid IT landscapes.
• Supports Compliance: Maintains transparent, auditable change assessment records for governance teams.
• Integrates Seamlessly: Works alongside AWS tools (e.g., Systems Manager, CloudWatch, ServiceNow connectors) for automated change insights.
Highlights
- Fewer failures through proactive risk identification - AI Agent analyzes historical change data, configuration dependencies, and AWS operational metrics to detect hidden risks before deployment—reducing outages, rollbacks, and failed changes.
- Smarter decisions with data-backed insights -Delivers contextual risk scores, impact analysis, and mitigation recommendations using inputs from AWS Systems Manager and CloudWatch, enabling confident, data-driven change decisions.
- Stronger operational resilience by reducing disruption - Continuously learns from past outcomes to improve prediction accuracy, helping maintain service continuity, ensure compliance, and enhance operational governance across AWS and hybrid environments
Details
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