IT Change Risk Assessor – Smarter Decisions with AI-Driven Insights
HCLTech · Cybersecurity & IT
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
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.
Show the rest of the publisher’s description (7 more lines)
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
Highlighted by the publisher on AWS Marketplace.
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
Agent build and provenance
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The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-07-01
Sources
Linked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.