
Dispute Handling (Insurance, AAA)
Automated dispute intake and defense‑package generation for an insurance carrier—ingesting AAA disputes from email and web, transforming documents, indexing in Elasticsearch, and integrating with SSO/SAML and Graph API.
Dispute Handling (Insurance, AAA)
Automated dispute intake and defense‑package generation for an insurance carrier—ingesting AAA disputes from email and web, transforming documents, indexing in Elasticsearch, and integrating with SSO/SAML and Graph API.
Context
Insurance teams faced high volumes of arbitration disputes from the American Arbitration Association (AAA); required automation across intake, data retrieval, document prep, and secure access.
What We Engineered
Ingestion: Fetch cases received via email; web scraping of AAA case details.
Document handling: PDF merge/split/text extract for defense package generation.
Searchability: Content storage in Elasticsearch for fast retrieval.
Security: SSO/SAML; Graph API integration to process emails and retrieve case data.
Impact Delivered
Reduced cycle time to assemble defense packages; improved consistency and traceability.
Faster legal research and retrieval via indexed content.
Enterprise identity alignment and secure case handling through SSO and Graph.
Highlights / Stack
Web scraping, PDF ops, Elasticsearch, SSO/SAML, Microsoft Graph API

