@jingrei641

LoopThru is an AI-powered infrastructure governance platform that helps teams evaluate Terraform changes before deployment. Modern organizations rely on Infrastructure as Code (IaC) and CI/CD pipelines to deliver cloud infrastructure quickly and consistently. While tools such as static IaC scanners and Cloud Security Posture Management (CSPM) platforms can identify misconfigurations and policy violations, they often leave teams with an important unanswered question: Should this infrastructure change be deployed? As cloud environments grow, organizations increasingly depend on security reviews, compliance checks, operational assessments, and cost evaluations to reduce deployment risk. These reviews are often manual, time-consuming, difficult to standardize, and dependent on individual expertise, creating bottlenecks in the delivery process. LoopThru addresses this challenge through evidence-driven infrastructure governance. The platform transforms Terraform plan outputs into structured governance evidence and coordinates a multi-agent review workflow. Specialized AI reviewers independently analyze proposed infrastructure changes across four critical governance domains: Security – evaluates exposure risks, encryption settings, access controls, and cloud security best practices. Compliance – reviews infrastructure changes against governance policies and compliance requirements. Reliability – assesses availability, resilience, backup readiness, and operational risk. Cost – analyzes cloud spending impact and optimization opportunities. The findings from each reviewer are consolidated into a single governance recommendation, providing teams with a clear, auditable deployment decision. By combining Terraform evidence, specialized AI reviewers, and structured decision-making, LoopThru helps organizations reduce deployment risk, improve governance consistency, and scale infrastructure reviews without slowing software delivery.

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