How FIS ingests and searches vector data for quick ticket resolution with Amazon OpenSearch Service
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This article describes how FIS used Amazon OpenSearch Service to build a near-real-time ticket ingestion and search solution for faster issue resolution.
- FIS integrated ticket data from 15+ third-party systems handling 15,000 tickets daily
- Solution uses GitHub webhooks, Lambda, Kinesis, S3, and OpenSearch Service for data pipeline
- KNN vector search enables duplicate detection and trend analysis for ticket resolution
- Architecture scales securely to support 250+ development teams without infrastructure changes
- Achieved 30% reduction in ticket resolution time through near-real-time visibility
- Step-by-step implementation guide provided with testing and security best practices
FIS successfully overcame fragmented ticket management challenges by implementing a scalable, serverless architecture that provides unified ticket visibility and accelerates issue resolution across their enterprise.
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