Last reviewed 2026-06-30
Direct answer
Cloudeval AI is an Azure-first cloud evaluation workspace with AWS CloudFormation beta for teams that need to review infrastructure before deployment. It turns Azure Cloud sync, ARM templates, Bicep-generated ARM JSON, static CloudFormation JSON/YAML, GitHub sources, reports, diagrams, and agent workflows into evidence-backed answers about cost, security, reliability, and architecture risk.
Cloudeval helps teams decide whether infrastructure is safe enough to ship by keeping the diagram, report, evidence, source context, and AI answer in one workspace.
The strongest current story is Azure infrastructure review before merge or before a production change, especially where a team wants evidence that links back to source files, resources, reports, and workflow artifacts.
Cloudeval should not be marketed as full AWS, GCP, Terraform, Kubernetes, CSPM, or FinOps parity unless the current capabilities docs or CLI contract explicitly confirm that support. AWS CloudFormation beta is limited to static JSON/YAML IaC topology and evaluation; it does not imply live AWS connections or full Azure parity.
It includes interactive architecture and dependency diagrams, but the stronger positioning is evidence-backed Azure infrastructure review across diagrams, reports, AI answers, CLI, GitHub, and MCP workflows.
Azure is the primary supported live-cloud workflow. AWS CloudFormation beta supports static JSON/YAML IaC topology and evaluation, while live AWS connections and GCP workflows are not available today.
