AI mode for sensitive data classification (Public Preview)
Sensitive data classification now supports AI mode in public preview. When you enable AI mode on a classification profile, Snowflake uses the OpenAI GPT-5 Mini model to identify additional semantic categories beyond those detected by standard classification, which can improve accuracy.
Also shipped Aug 17, 2026Snowflake in August 2026 →
Upcoming deprecation of the data quality monitoring downstream_impact column
The downstream_impact column in the data quality monitoring results system table is being deprecated. Deprecation begins September 7, 2026, and rolls out gradually across regions over the following week. Until the rollout reaches your workspace, you might still be able to query downstream_impact .
Upcoming deprecation of the data quality monitoring root_cause_analysis column
The root_cause_analysis column in the data quality monitoring results system table is being deprecated. Deprecation begins August 18, 2026, and rolls out gradually across regions over the following several days. Until the rollout reaches your workspace, you might still be able to query root_cause_analysis .
Session restore for serverless jobs is now in Beta
Restore the Python variables and Spark session from a serverless compute job run into a new interactive notebook, so you can debug a failure or explore results without rerunning the job. Databricks automatically captures a state snapshot when an eligible run fails, runs 30 minutes or longer, or is cancelled, and keeps it for 7 days after the run completes.
Identity attributes in ABAC column mask policies (Beta)
Identity attributes are in Beta. You can now write Unity Catalog ABAC column mask policy conditions that target users by attributes synced from your identity provider, such as department or country , in addition to group membership.
Gemini Enterprise: General availability for registering A2UI and A2A agents with Gemini Enterprise, including A2UI version v0.9 support
Gemini Enterprise administrators can register and manage agents using Agent to UI (A2UI) to build custom interfaces and the Agent2Agent (A2A) Protocol for communication with Gemini Enterprise. With this release: The feature is generally available (GA) instead of Public Preview. Support is added for A2UI version v0.9, in addition to v0.8 protocols.
[In preview] Public Preview: Zone redundancy for Azure SQL Managed Instance Next-gen General Purpose
You can now benefit from enhanced resilience with the public preview of zone redundancy for Azure SQL Managed Instance Next-gen General Purpose. This update helps you improve business continuity by automatically distributing your compute and data across a
More from Snowflake Horizon CatalogEvery Snowflake Horizon Catalog release →
Access externally managed Apache Iceberg™ tables through Snowflake Horizon Catalog (Preview)
You can now use the Horizon Iceberg REST Catalog (IRC) API to access externally managed Apache Iceberg™ tables in a catalog-linked database from external engines such as Apache Spark™, Trino, DuckDB, or PyIceberg.
Trust Center violation findings remediation (General availability)
The following Trust Center findings remediation capabilities are now generally available:
Multi-value tags (General availability)
With this release, multi-value tags are generally available. You can assign more than one string value to the same tag.
Snowflake-provided tags (Public Preview)
With this preview release, Snowflake-provided tags are available in every account. These out of the box tags in the SNOWFLAKE.TAGS schema give you a consistent vocabulary for common governance use cases, including cost center, certification status, sensitivity, environment, and project, without creating and maintaining equivalent tags in each account.
Trust Center AI Security scanner package and tab (General availability)
The AI Security scanner package and the AI Security tab in the Trust Center are now generally available. Use them to monitor AI-related configurations and usage in your account, and to review the security posture of AI workloads that use Cortex Agents, Snowflake CoWork, or Cortex Code from a single dashboard.
Data lineage for streams
You can now see streams on Snowflake data lineage graphs.
External lineage (General availability)
External lineage is now generally available and is no longer in Preview .
Trust Center, secure by default approach for scanner package enablement
Secure by default is available only for accounts on Business Critical Edition or Virtual Private Snowflake (VPS) with a capacity contract.