Agentic AI Intelligent Document Processing

Modernize Capital Markets Document Operations: Capital markets institutions process high volumes of complex, non-standardized legal and financial documents, where manual review can take days and small extraction errors carry regulatory and financial consequences. This professional services offering delivers an intelligent multi-agent solution that automates the document lifecycle—ingestion, extraction, classification, validation, and compliance verification—while keeping experienced reviewers in control of low-confidence and exception cases. The result is faster document turnaround, consistent data quality, and a transparent, audit-ready record for every processed document.

Intelligent Multi-Agent Framework: A coordinated set of specialized AI agents handles each stage of the document journey—layout and OCR interpretation, classification, domain-specific extraction for instruments such as ISDA and CSA agreements, compliance validation, and quality assurance. Under a central orchestration layer, the agents share context and escalate low-confidence or exception cases to human reviewers, so automation and expert judgment work together. Confidence scoring and transparent reasoning accompany each output, giving operations and compliance teams a clear view of how every decision was reached.

Business Capabilities: • Ingest and automatically classify complex financial and legal documents • Extract structured and unstructured data from ISDA, CSA, KYC, onboarding, and trade confirmation documents • Validate documents against business rules and regulatory requirements • Perform automated policy and compliance verification with confidence scoring • Route low-confidence and exception cases through human-in-the-loop review workflows • Maintain complete audit trails and end-to-end document lineage • Integrate with enterprise content repositories and downstream banking and post-trade platforms

AWS-Native Architecture: Built on AWS, the solution uses Amazon Bedrock for foundation-model reasoning and Amazon Bedrock Guardrails for responsible AI policy enforcement, AWS Lambda for serverless processing, and AWS Step Functions to orchestrate multi-agent workflows. Amazon Simple Storage Service (Amazon S3) provides secure document storage, while AWS Identity and Access Management (IAM) and AWS Key Management Service (AWS KMS) enforce least-privilege access and encryption of sensitive financial data. AWS CloudTrail, Amazon CloudWatch, AWS Config, AWS Security Hub, and AWS Control Tower deliver audit logging, observability, continuous compliance monitoring, and multi-account governance. The architecture is modular, event-driven, and designed for enterprise-grade resilience.