Analytics ready for database change capture CDC data in Eventstream — Microsoft Fabric Roadmap

Description

Eventstream now makes change data capture (CDC) feeds analytics ready by automatically turning raw change events into structured tables. Developers and analysts can work with change data as if it were regular tables, without interpreting complex CDC semantics. This speeds the development of operational dashboards, event-driven applications, and real-time analytics.With this capability, you can:- Convert raw change events into tables that match the source schema.- Build dashboards and event-driven applications on change data quickly.- React to source changes instantly with minimal setup and maintenance.

📰 Related Blog Article

Build real-time order notifications with Eventstream’s CDC connector

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Change History

2026-07-16

Release Date 2026-09-30 -> 2027-03-31
2026-06-29

Feature Description DeltaFlow is an enhancement to Eventstreams that simplifies real-time analytics on Change Data Capture (CDC) feeds. By automatically transforming raw Debezium change events into structured tables that mirror the source schema DeltaFlow enables developers and analysts to work with change data as if it were regular tables--eliminating the need to interpret complex CDC semantics. This streamlined approach accelerates the development of operational dashboards event-driven applications and real-time analytics solutions allowing users to extract insights build AI-powered workflows and react instantly to changes in their data sources with minimal manual setup and maintenance. -> Eventstream now makes change data capture (CDC) feeds analytics ready by automatically turning raw change events into structured tables. Developers and analysts can work with change data as if it were regular tables without interpreting complex CDC semantics. This speeds the development of operational dashboards event-driven applications and real-time analytics.With this capability you can:- Convert raw change events into tables that match the source schema.- Build dashboards and event-driven applications on change data quickly.- React to source changes instantly with minimal setup and maintenance. Name Stream processing for database change data capture feeds in Eventstream -> Analytics ready for database change capture CDC data in Eventstream
2026-06-29

Name DeltaFlow: Seamless stream processing of Database CDC Feeds (GA) -> Stream processing for database change data capture feeds in Eventstream
2026-06-22

Feature Description DeltaFlow is a capability within Fabric Eventstreams that transforms raw Change Data Capture (CDC) events into a flattened analytics-ready format. Instead of working with deeply nested Debezium JSON payloads you get tabular rows that closely mirror the structure of your source database tables -- enriched with metadata columns that describe each change. -> DeltaFlow is an enhancement to Eventstreams that simplifies real-time analytics on Change Data Capture (CDC) feeds. By automatically transforming raw Debezium change events into structured tables that mirror the source schema DeltaFlow enables developers and analysts to work with change data as if it were regular tables--eliminating the need to interpret complex CDC semantics. This streamlined approach accelerates the development of operational dashboards event-driven applications and real-time analytics solutions allowing users to extract insights build AI-powered workflows and react instantly to changes in their data sources with minimal manual setup and maintenance.
2026-06-16

Restored to Roadmap
2026-06-16

Removed from Roadmap
2026-06-02

Roadmap Item Added