Data and AI releases

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Model Selection, Scheduled Enrichment, and Background SQL Generation Available for Enterprise AI NL2SQL

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Enterprise AI NL2SQL now supports model selection, scheduled enrichment, and background processing for SQL-generation requests. Model selection Select the Generative AI model that NL2SQL uses to enrich a semantic store. By using the API, you can also select a model for an individual SQL-generation request.

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Also shipped Aug 26, 2026Oracle in August 2026 →

Organization user types (General availability)

With this release, you can specify whether an organization user represents a person or a service. Set the TYPE property to SERVICE for a service or application that interacts with Snowflake without human interaction. If you don't specify a type, the organization user is a PERSON user, which matches the previous behavior.

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Semantic Studio (Preview)

Semantic Studio is now available in public preview for all accounts. Semantic Studio is the authoring environment for semantic views in Workspaces, combining conversational authoring with CoCo, direct YAML editing, and deployment to the live Snowflake object in a single surface.

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Network Firewall as a VTAP Source

Network Firewall can now be selected as a Virtual Test Access Point (VTAP) source. This lets you capture traffic packets from the VNICs attached to a network firewall for monitoring, troubleshooting, and compliance. Captured encrypted traffic remains encrypted.

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HeatWave: Blue/Green Deployment

You can now use blue/green deployments to perform low-downtime upgrades and infrastructure changes for standalone DB systems. A blue/green deployment prepares and validates a green (target) DB system before switching client connections from the blue (source) DB system to the target DB system. For more information, see Blue/Green Deployment .

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Console AI Experience Preview: Expanded OC1 Availability and Support Integration

Console AI is a new conversational experience in the OCI Console that helps you work faster using natural language. It supports a wide range of use cases, including exploring resources, creating and managing supported OCI resources, troubleshooting issues, understanding billing and usage, learning how to complete common OCI tasks, creating Service Requests...

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Console Support for Network Firewall Enhancements

The Oracle Cloud Infrastructure (OCI) Console now supports several Network Firewall enhancements for creating and managing firewalls and firewall policies. With these enhancements, you can: Select the firewall shape when creating a firewall. The 4 Gbps shape is selected by default, and the 25 Gbps shape is available if your tenancy is enabled for it.

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Maintenance Schedule Selection in OCI

You can change the maintenance window of an existing Autonomous AI Database instance using the Oracle Cloud Infrastructure Console. This capability helps pick a maintenance window for your Autonomous AI Database instance that is most convenient for your business needs. See Change the Maintenance Schedule for an Autonomous AI Database for more information.

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