Data and AI releases

548 this month · 176 companies

Monitor all AI activity with the unified trace table (Beta)

BetaVerified

The unified trace table is in Beta . It captures every request and response across your Unity Gateway services into one Unity Catalog table in OpenTelemetry format, giving you a single place to monitor, debug, secure, and audit all AI activity. See Monitor all AI activity using the unified trace table .

GovernanceObservability

Read on docs.databricks.com

Also shipped Aug 21, 2026Databricks in August 2026 →

CoCo automations in CLI and Snowsight (Preview)

CoCo automations in the CoCo CLI and CoCo in Snowsight are now available in public preview. Automations let you schedule recurring, unattended CoCo runs that execute in a Snowflake-managed sandbox. Each run creates a Cortex thread that you can inspect and continue in CoCo. Automations created from one surface can be monitored and managed from the other.

Preview
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More from Agent Bricks and Mosaic AIEvery Agent Bricks and Mosaic AI release →

Unity Gateway now supports Provisioned Throughput

Govern Provisioned Throughput (PT) traffic through Unity Gateway, bringing PT models under the same access controls, usage tracking, rate limits, payload logging, and guardrails as other model traffic. See AI governance with Unity Gateway .

Update
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Zhipu AI GLM 5.3 Flash is now available on Unity Gateway

Zhipu AI GLM 5.3 Flash is now available on Unity Gateway for multimodal reasoning, coding, and agentic workloads. Access it through the same governed API as other models, with centralized permissions, guardrails, spend controls, and observability, and switch models without changing application code.

Update
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xAI Grok 4.6 is now available on Unity Gateway

xAI Grok 4.6 is now available on Unity Gateway for reasoning-heavy coding and agentic workflows. Access it through the same governed API as other models, with centralized permissions, guardrails, spend controls, and observability, and switch models without changing application code.

Update
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Monitor and cap external provider costs

Unity Gateway can now track and cap spend on external model providers, such as Amazon Bedrock and Azure AI Foundry, not just Databricks-provided models. If your organization already has capacity commitments directly with a provider, Unity Gateway becomes the single point to track that usage and enforce spend limits across teams and use cases.

Beta
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DeepSeek V4 Pro (0813) is now available on Unity Gateway

DeepSeek V4 Pro (0813) is now available on Unity Gateway for complex reasoning and agentic coding workflows. Access it through the same governed API as other models, with centralized permissions, guardrails, spend controls, and observability, and switch models without changing application code.

Update
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Google Gemini 3.7 Flash is now available on Unity Gateway

Google Gemini 3.7 Flash is now available on Unity Gateway for fast, cost-efficient everyday tasks. Access it through the same governed API as other models, with centralized permissions, guardrails, spend controls, and observability, and switch models without changing application code.

Update
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