Introducing Confluent Private Cloud

Tableflow now offers GA for materializing Kafka topics as Delta Lake tables directly in customer-managed object storage (BYOS), with automatic table maintenance (compaction, vacuuming) and live metrics for observability. Unity Catalog Integration is also GA, automatically publishing Delta tables to Databricks Unity Catalog as external tables. Tableflow now supports upsert mode for CDC ingestion, handling billions of rows and terabytes of data with materialization lag under 15 minutes. Advanced error handling strategies (Suspend, Skip, Log) are introduced, with a Dead Letter Queue (DLQ) for logging, reprocessing, or analysis of malformed records. BYOK encryption is supported for both Confluent-managed and customer-managed object storage, with specific support for AWS KMS on AWS for Dedicated clusters.
More from the Real-time Enterprise RAG trail
- Building an Agentic SOC on a Stream
- Hemut: Building the Internet of Freight on Real-Time Data
- New in Confluent Intelligence and AI Tools: Making Agents Native to the Stream, Expanded Model Support, New Agent Skills, and Copilot
- Customer Intelligence Hub for Real-Time GTM Insights
- RAG and GenAI for Customer 360 Architecture