Data-driven organizations know that unlocking real-time analytics from streaming data isn’t just about collecting and transmitting events. It’s about getting high-quality, governed, and query-ready tables into the hands of analysts and business users while ensuring enterprise-grade security and compliance. Traditionally, moving data from Apache Kafka® into analytic tables required complex ETL pipelines, manual data wrangling, and custom governance processes. This resulted in delays, operational risk, and a gap between real-time data and actionable insight.
Tableflow on Confluent Cloud bridges that gap. It transforms Kafka topics directly into modern open table formats—such as Apache Iceberg™ and Delta Lake—stored securely on the cloud. Teams can now build truly real-time, trustworthy, and governed data pipelines with the click of a button. With the General Availability (GA) of Delta Lake and Unity Catalog support, plus new upsert materialization, advanced error handling, and enterprise security features, Tableflow becomes the central connective tissue for resilient, flexible analytics architectures. This launch means organizations can:
- Activate streaming data as Delta Lake tables instantly for Databricks, Apache Spark™, Apache Flink®, and other compatible engines
- Scale real-time change data capture (CDC) analytics across billions of rows
- Ensure resilience with advanced error management and troubleshooting
- Maintain robust security with full encryption controls, especially for regulated industries
To deep-dive into the latest features and what's coming next, take a look at our Tableflow blog!
ABOUT CONFLUENT
Confluent is pioneering a fundamentally new category of data infrastructure focused on data in motion. Confluent’s cloud-native offering is the foundational platform for data in motion – designed to be the intelligent connective tissue enabling real-time data, from multiple sources, to constantly stream across the organization. With Confluent, organizations can meet the new business imperative of delivering rich, digital front-end customer experiences and transitioning to sophisticated, real-time, software-driven backend operations. To learn more, please visit https://www.confluent.io/
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