The missing data link in enterprise AI: Why agents need streaming context, not just better prompts

Confluent is introducing a real-time context engine designed to solve this latency problem. It builds on Apache Kafka, the distributed event streaming platform that captures data as events occur. Confluent is also releasing an open-source framework, Flink Agents.