Customer Intelligence Hub for Real-Time GTM Insights

This post introduces the Customer Intelligence Hub (CIH), an internal Confluent application designed to provide a single, prioritized view of each customer account by detecting changes and suggesting next-best actions. CIH centralizes signals from Salesforce, Zendesk, product telemetry, billing, Jira, and other systems into Apache Kafka topics. It uses Apache Flink for stream processing, normalization, enrichment, and generating semantic embeddings for AI use cases. Enriched facts and embeddings are streamed to OpenSearch for vectorization and search, enabling grounded GenAI responses (AccountIQ) that are scoped by account and user authorization. The architecture supports real-time answering of questions with backend authorization checks. Key capabilities include an Account Center for portfolio overview, a Whitespace View for expansion opportunities, a Real-Time Activity Feed for prioritized events, AccountIQ for GenAI-powered customer context, and automated Executive Account Summaries. The post also shares early adoption metrics and user feedback, highlighting CIH's integration into daily workflows for account management and customer success.