Agentic WAFR

Agentic WAFR replaces the traditional 2–4 week, consultant-driven Well-Architected Framework Review with a fully automated, AI-powered assessment that delivers results in approximately 5 to 7 minutes at a cost of ~$2–$12 per review. The platform performs complete 6-pillar coverage (Security, Reliability, Cost Optimization, Performance Efficiency, Operational Excellence, and Sustainability), collects real infrastructure evidence using read-only API calls, and scores your workloads through the official AWS Well-Architected Tool API — ensuring audit-ready compliance artifacts that align exactly with the AWS console. When you create a workload, the platform captures your specific business context — including data classification, RTO/RPO targets, team size, traffic tier, peak throughput, compliance requirements, and budget constraints — and uses this profile to resolve a contextual tier that drives proportional recommendations, automatically excludes irrelevant best practices, and delivers scoring tailored to what actually matters for your workload rather than applying one-size-fits-all standards. It offers dual review modes: live infrastructure scanning for running workloads, and IaC template analysis (CloudFormation/Terraform) for pre-deployment assessment requiring zero account access.

The platform deploys entirely within your own AWS account using Terraform — no data ever leaves your account boundary and no external vendor access is required. It is fully serverless (Lambda, Step Functions, API Gateway, S3, DynamoDB), scales to zero between reviews, and supports multi-account, multi-region evaluation across your specific as well as entire AWS Organization. Amazon Bedrock (Claude) powers cross-pillar analysis, contradiction detection, business impact estimation, and generates prioritized remediation guidance with direct links to AWS Well-Architected Labs. Automatic framework drift detection ensures the platform adapts when AWS updates its best practices, without any manual intervention.

Agentic WAFR is built for cloud engineering teams seeking continuous Well-Architected compliance, consulting partners delivering assessments at scale, enterprises with strict data sovereignty requirements, and organizations preparing for AWS audits or Partner Program certifications. Turn weeks of manual review into minutes of automated insight — without compromising accuracy, security, or compliance.