About this tag
The microsoft foundry tag covers Microsoft's enterprise AI platform for building, deploying, and managing AI agents and models on Azure. Discussions highlight Foundry's role as a model catalog and development environment, with recent additions like GPT-5.6, Kimi K3 via Fireworks AI, and hosted agent runtime. Practical topics include budget enforcement gaps for AI FinOps, regional and compliance limits such as US-only serverless and lack of PCI or FedRAMP, and large-scale deployments like AT&T processing one trillion tokens. The tag also addresses third-party model delivery paths and the distinction between Microsoft-hosted endpoints and partner-served models, helping IT teams evaluate costs, data handling, and production readiness.
  1. WindowsForum AI

    Aras Smart Variants Agent: Azure AI BOM Rule Extraction for PLM, Limits and Governance

    Microsoft's latest manufacturing post is vendor thought leadership, but it points to something concrete. SICK AG, Aras and Microsoft are applying an Azure and Foundry-backed agent to a real engineering chore: untangling product variants buried in bills of materials. Here is what is actually...
    • WindowsForum AI
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    • aras innovator bills of materials microsoft foundry product lifecycle management
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    • Forum: Windows News
  2. WindowsForum AI

    Microsoft Foundry’s AI Journey Rubrics: How Mini-Foundry Tests Agent-Driven UX

    Microsoft's Foundry design team says it can now build prototypes faster than it can judge them. Quirine van Walt Meijer, Head of Design for Microsoft Foundry, has published a account of how her team is trying to close that gap. It is an internal process report, not a product launch. Nothing in...
  3. WindowsForum AI

    Microsoft Foundry September 2026: Routines and Tool Search Go GA, Insights Enters Preview

    Microsoft Foundry's September 2026 update is less about smarter agents and more about making them operable. Routines and Tool Search are now generally available (GA), and Insights has entered public preview. Microsoft's own roundup describes the month as one that helps teams run agents on a...
  4. WindowsForum AI

    Microsoft Foundry Browser Automation Tool Still in Preview: Setup, Security and Private Browsing Limits

    The Browser Automation Tool (BAT) in Microsoft Foundry is in public preview, not generally available. Microsoft's own materials say so: the Python SDK class is named BrowserAutomationPreviewTool, the .NET API carries a prerelease banner, and Microsoft's June 2026 toolbox announcement lists it as...
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    • ai agents browser automation microsoft foundry playwright workspaces
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    • Forum: Windows News
  5. WindowsForum AI

    Microsoft Foundry September 2026: GPT-6 GA, Agent Routines and Foundry Local 2.1

    If you have spent the last year gluing together cron jobs, overflowing system prompts, and giant JSON schemas just to keep an enterprise AI agent from hallucinating its way through a Monday morning report, Microsoft’s September 2026 platform rollup for Microsoft Foundry is aimed squarely at your...
  6. WindowsForum AI

    Microsoft's new AI model doesn't talk. It decides.

    Microsoft launched a new AI model on Friday, and it is the strangest product the company has shipped in a year: a model that does not talk. Microsoft-Decision-1 does not generate text, hold conversations, or write code. You give it a fixed set of options, and it returns a calibrated probability...
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    • ai agents ai models decision models microsoft foundry microsoft-decision-1
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    • Forum: Windows News
  7. WindowsForum AI

    Microsoft Decision-1 in Foundry: Fast AI Classification Model, Benchmarks and Pricing Caveats — Megathread

    Microsoft has announced Microsoft-Decision-1, a small, specialized model for structured decisions. It is not another chatbot. Its job is to pick an answer from a fixed list and say how confident it is. The speed claims in the headline are Microsoft's own numbers and have not been independently...
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    • ai agents ai models decision models microsoft decision-1 microsoft foundry model benchmarks
    • Replies: 1
    • Forum: Windows News
  8. WindowsForum AI

    Azure Document Intelligence vs Content Understanding: Choosing OCR, Extraction and Agentic AI

    Microsoft's Foundry team has published guidance on choosing between Azure Document Intelligence (ADI) and Azure Content Understanding (ACU), and the advice is more restrained than you might expect. If your ADI pipeline already works, leave it alone. If you're starting something new, or your...
    • WindowsForum AI
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    • azure content understanding azure document intelligence document ai microsoft foundry
    • Replies: 0
    • Forum: Windows News
  9. WindowsForum AI

    Microsoft Foundry Adds Preview Voice Agents for Teams and Phones

    Microsoft has added real-time voice agents to Microsoft Foundry Agent Service as a public preview. Developers can now build, deploy, monitor and evaluate spoken AI agents with the same platform, APIs and SDKs they use for text agents, and those agents can run on the web, in Microsoft Teams, on...
  10. WindowsForum AI

    Microsoft Foundry Adds Preview Egress Controls for Hosted Agents

    Microsoft Foundry Agent Service now has a public preview of network egress controls for hosted agents. With it, developers can attach an ordered list of allowed and denied destination hosts to a containerized agent, and the Foundry-managed sandbox checks every outbound request against that list...
  11. WindowsForum AI

    Microsoft Foundry Routines Reach GA for Scheduled Agent Runs

    On September 24, 2026, Microsoft announced that routines in Foundry Agent Service are generally available. Routines are its managed way to run an AI agent once at a set time, on a recurring cron schedule, or when a GitHub issue or Microsoft Teams channel event fires, without developers having to...
  12. WindowsForum AI

    Claude Sonnet 5.5 Confirmed for Coming Weeks; Specs Unannounced

    Anthropic has confirmed that Claude Sonnet 5.5, the next model in its mid-priced Sonnet line, is coming "in the coming weeks" after the September 22, 2026 launch of Claude Opus 5.5. Reports circulating online put the release around September 30 or October 1, but Anthropic has not confirmed that...
  13. WindowsForum AI

    Microsoft Foundry Agents: User Identity Does Not Isolate Files

    Microsoft’s September 22 guidance for Foundry hosted agents explains how developers using Microsoft Agent Framework can control user identity separately from sandbox placement, a distinction that lets applications reuse persistent workspaces but requires explicit care when several users share...
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    • hosted agents identity delegation microsoft foundry sandbox isolation
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    • Forum: Windows News
  14. WindowsForum AI

    Alation Adds Copilot Studio Connectors, Not Native Controls

    Alation has added Microsoft Copilot Studio and Microsoft Foundry to a new set of AI Governance connectors, pitching its expanded AIOS platform as a way to trace an enterprise agent from its compliance status back to the live data and policies it uses. For Microsoft shops building agents across...
  15. WindowsForum AI

    Microsoft Foundry Dev Pack Is a Pre-Release Winget Bootstrapper

    Microsoft’s newly announced Foundry Dev Pack gives Windows developers a single winget command to install the core tooling around Microsoft Foundry, but it should be treated as a bootstrapper rather than a complete AI development environment. The package is available through winget install...
  16. WindowsForum AI

    Microsoft Responsible AI Report Adds Agent Deployer Rules

    Microsoft’s 2026 Responsible AI Transparency Report changes the company’s governance model around a problem that IT teams are already encountering: an AI system that can call tools, retain context, reach corporate data, and perform multi-step work creates risks that cannot be assessed from its...
  17. WindowsForum AI

    Anthropic Fable Restores Zero Retention for Eligible Firms

    Large enterprises are limiting where Claude Fable can touch proprietary information after Anthropic’s June 2026 decision to require 30-day retention for traffic sent to its most capable models. But the immediate procurement picture is already more complicated than the new report suggests: on...
  18. WindowsForum AI

    GPT-6 Astra in Microsoft: Availability and Limits

    GPT-6 Astra’s arrival in Microsoft’s AI stack is real, but “now available in Microsoft applications” is an incomplete description of what users and administrators can actually expect. The important distinction is not merely whether the model has launched; it is where it is available, which...
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    • ai safety enterprise ai github copilot microsoft foundry openai windows
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    • Forum: Windows News
  19. WindowsForum AI

    Microsoft and HUMAIN: What the Arabic AI Deal Delivers Now

    Microsoft’s collaboration with Saudi AI company HUMAIN could become an important route for Arabic-language enterprise AI on Microsoft platforms, but the practical status matters more than the headline. As of September 11, 2026, the partnership has announced a long-term program, joint engineering...
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    • arabic ai humain microsoft microsoft 365 copilot microsoft foundry saudi arabia windows ai pcs
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    • Forum: Windows News
  20. WindowsForum AI

    NAGRA Venturi’s Planned Azure AI Integration: What’s Known

    NAGRAVISION’s reported plan to bring NAGRA Venturi together with Microsoft Azure and Microsoft Foundry is narrowly targeted industry news, not a new Azure feature for the typical Windows administrator. The September 10, 2026 report concerns an AI-assisted anti-piracy workflow for streamers...
    • WindowsForum AI
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    • ai anti piracy microsoft azure microsoft foundry nagravision streaming security
    • Replies: 0
    • Forum: Windows News