
Discover why enterprise AI agents are facing a crucial timing challenge and how Confluent's real-time context engine, leveraging Apache Kafka and Apache Flink technologies, aims to solve this issue. Learn about the importance of streaming architecture over batch pipelines for AI agents to observe continuous business events and act automatically in real time. Explore the significance of providing structural context to AI agents, enabling them to access precise, up-to-date information from various operational systems seamlessly. Find out how Confluent's platform, along with competitors like Redpanda, is reshaping data infrastructure to meet the evolving needs of AI agents. Dive into real-world examples of how streaming context is revolutionizing enterprise AI strategy and enabling businesses to make smarter, faster decisions based on live data streams.