About This Architecture
Multi-agent agentic AI platform on AWS orchestrating fund validation across specialized LLM-powered agents, document processors, and compliance tools. User requests flow through Route 53, CloudFront, and AWS WAF into a dual-AZ VPC where Step Functions coordinates Planning, Doc Reader, Rules-to-Prompts, Validation, Cross-Reference, and Report Generation agents via EventBridge and SQS. Each agent layer leverages Bedrock for LLM inference, SageMaker for fine-tuned models, Textract for PDF extraction, and Comprehend for NLP rules, while the Tool Layer executes specialized Lambda functions for parsing, validation, and audit logging. Persistent state spans RDS Aurora for validation results, DynamoDB for agent memory, ElastiCache for prompt caching, OpenSearch for rules indexing, and S3 for document storage, with Redshift and Athena enabling post-validation analytics. This architecture demonstrates enterprise-grade agentic AI with human-in-loop review, multi-AZ resilience, and compliance-ready audit trails for Fortune 500 insurance fund operations. Fork and customize this diagram on Diagrams.so to adapt agent workflows, add compliance gates, or integrate your own LLM backends.