Data and AI releases

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Custom Java validators in CMF 2.5.0 (preview)

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Users can install custom Java validators that CMF executes on every resource create and update request to enforce custom naming or configuration rules.

Developer toolsGovernance

Read on docs.confluent.io

Also shipped Nov 1, 2026Confluent in November 2026 →

Apache Iceberg™ tables: Read and write across Snowflake accounts with Snowflake Horizon Catalog, now without managing secrets (General availability)

With this release, you can read and write Apache Iceberg™ tables managed by another Snowflake account without creating, storing, or rotating secrets. This capability is generally available through catalog integrations for Snowflake Horizon Catalog. The accounts access the same table data without copying it.

GA
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Process table functions in CMF 2.5.0

Users can register user-defined process table functions that accept a table input and return a table. These functions can be called from statements running on Flink 2.3 compute pools.

Update
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Model inference for OpenAI in CMF 2.5.0

Models for the OpenAI provider can be registered with CREATE MODEL and invoked with ML_PREDICT from statements on Flink 2.3 compute pools once endpoints are allowed by an administrator.

Update
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