11 October 2026: Today's top AI releases. Understand use cases and business value from Microsoft, Google Cloud, GitHub, Atlassian and ONLYOFFICE

Microsoft previews Decision-1 in Foundry.

What's new: Microsoft-Decision-1 enters public preview in Foundry for predefined-choice tasks, returning structured decisions and calibrated confidence scores.

What it means for my business: Use a smaller decision layer for routing, validation, and escalation thresholds, reserving generative models for work that requires open-ended reasoning.

Microsoft: MicrosoftSource date: 2026-10-09 · Release status: verify in the source before adoption

Looker previews scheduled agentic analytics workflows.

What's new: Looker previews scheduled Conversational Analytics workflows and AI-built Data Apps, with governed LookML semantics and existing user permissions.

What it means for my business: Automate recurring insight delivery and build task-specific analytics interfaces without bypassing semantic definitions, row-level access, or governed metrics.

Google Cloud: Google CloudSource date: 2026-10-09 · Release status: verify in the source before adoption

Google Cloud: Google CloudSource date: 2026-10-08 · Release status: verify in the source before adoption

Gemini Enterprise adds Claude 5.5 models.

What's new: Gemini Enterprise developer tools add administrator-enabled Claude Opus 5.5 and Sonnet 5.5 options across Antigravity surfaces.

What it means for my business: Centralize approval, spending, and access for third-party coding models rather than separately onboarding providers for each developer workflow.

Google Cloud: Google CloudSource date: 2026-10-09 · Release status: verify in the source before adoption

Google Cloud: Google CloudSource date: 2026-10-08 · Release status: verify in the source before adoption

Copilot for JetBrains gains MCP controls.

What's new: GitHub adds enterprise default-model selection and controls to disable automatic MCP server startup in Copilot for JetBrains.

What it means for my business: Set a governed starting model and prevent unneeded connected tools from activating automatically, reducing policy variability in developer agent workflows.

GitHub: GitHubSource date: 2026-10-10 · Release status: verify in the source before adoption

Cloud SQL previews MySQL blue-green deployments.

What's new: Cloud SQL for MySQL previews blue-green deployments with a replicated green environment for testing upgrades, hardware, and configuration changes.

What it means for my business: Validate database changes against continuously replicated production data before switchover, reducing planned-downtime exposure and modernization risk.

Google Cloud: Google CloudSource date: 2026-10-09 · Release status: verify in the source before adoption

Google Cloud: Google CloudSource date: 2026-10-08 · Release status: verify in the source before adoption

Confluence 11.0 reaches Data Center availability.

What's new: Confluence 11.0 is available for Data Center, adding default rate limiting, stronger SSRF protections, signed SAML requests, and security hardening.

What it means for my business: Use the upgrade to reduce exposure from legacy customization and restore paths while applying more predictable controls to REST traffic.

Atlassian: AtlassianSource date: 2026-10-09 · Release status: verify in the source before adoption

BigQuery agent reaches Tokyo with Flash support.

What's new: The BigQuery Data Engineering Agent is generally available through the Tokyo endpoint and now supports Gemini 3.5 Flash.

What it means for my business: Run AI-assisted data-engineering workflows from a Japan-region endpoint, supporting location-aligned processing and potentially lower network latency for local teams.

Google Cloud: Google CloudSource date: 2026-10-09 · Release status: verify in the source before adoption

Google Cloud: Google CloudSource date: 2026-10-08 · Release status: verify in the source before adoption

Gemini 3.8 Flash reaches Singapore.

What's new: Gemini 3.8 Flash is generally available in Gemini Enterprise's Singapore location with in-region data residency and machine-learning processing.

What it means for my business: Deploy Gemini Enterprise workloads requiring Singapore-local at-rest data and ML processing without moving the workload to another geography.

Google Cloud: Google CloudSource date: 2026-10-09 · Release status: verify in the source before adoption

Google Cloud: Google CloudSource date: 2026-10-08 · Release status: verify in the source before adoption

ONLYOFFICE 10.0 adds controlled in-editor AI.

What's new: ONLYOFFICE 10.0 adds context-aware editor AI, modular workspace apps, custom assistants, local-model connections, and PDF metadata removal.

What it means for my business: Support document-centric AI where IT needs model choice or self-hosted deployment options for sensitive files and internal workflows.

ONLYOFFICE: ONLYOFFICESource date: 2026-10-10 · Release status: verify in the source before adoption