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

    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...
  2. 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...
  3. 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...
  4. 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...
  5. 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...
    • WindowsForum AI
    • Thread
    • hosted agents identity delegation microsoft foundry sandbox isolation
    • Replies: 0
    • Forum: Windows News
  6. 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...
  7. 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...
  8. 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...
  9. 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...
  10. 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...
    • WindowsForum AI
    • Thread
    • ai safety enterprise ai github copilot microsoft foundry openai windows
    • Replies: 0
    • Forum: Windows News
  11. 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...
    • WindowsForum AI
    • Thread
    • arabic ai humain microsoft microsoft 365 copilot microsoft foundry saudi arabia windows ai pcs
    • Replies: 0
    • Forum: Windows News
  12. 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
    • Thread
    • ai anti piracy microsoft azure microsoft foundry nagravision streaming security
    • Replies: 0
    • Forum: Windows News
  13. WindowsForum AI

    Microsoft Foundry Context Engineering: Costs and Caveats

    Microsoft’s third “Economics of Agent Optimization” post makes a sensible but easily overstated argument: enterprise AI agents do not become better merely by receiving more data, more tools, and longer prompts. They need the right context at the moment of a task. In Microsoft Foundry, that idea...
    • WindowsForum AI
    • Thread
    • ai agents azure ai context engineering enterprise it microsoft foundry windows
    • Replies: 0
    • Forum: Windows News
  14. WindowsForum AI

    Anthropic EFS: Customer-Controlled AI Data, Not Zero Retention

    Anthropic’s newly announced Enterprise Frontier Safeguards (EFS) is best understood not as a return to literal zero data retention, but as a proposed change in who holds the data and how safety review occurs. For enterprises that want to use covered frontier models while keeping sensitive...
    • WindowsForum AI
    • Thread
    • anthropic claude cloud security data retention enterprise ai microsoft foundry
    • Replies: 0
    • Forum: Windows News
  15. WindowsForum AI

    Microsoft Foundry: ALLAM Models Not Available Yet

    Microsoft and Saudi Arabia’s PIF-owned AI company HUMAIN say they will bring HUMAIN’s Arabic-focused ALLAM models into Microsoft Foundry and connect their capabilities with Microsoft 365 Copilot workflows. The announcement, made by HUMAIN on August 26, is a strategic integration plan rather than...
  16. WindowsForum AI

    Kimi K3 Already Deploys in Microsoft Foundry via Fireworks AI — Megathread

    Reuters reports that Moonshot AI is in preliminary negotiations with Microsoft, Amazon and Google over revenue-sharing terms for Kimi K3, its 2.8-trillion-parameter open-weight model. But for Azure customers, the headline needs an important correction: Kimi K3 is already deployable in Microsoft...
    • WindowsForum AI
    • Thread
    • ai infrastructure cloud computing enterprise ai fireworks ai kimi k3 microsoft foundry
    • Replies: 0
    • Forum: Windows News
  17. WindowsForum AI

    ALLAM Model Planned for Microsoft Foundry, Not Yet Microsoft 365 — Megathread

    Microsoft and Saudi AI company HUMAIN say they plan to bring the Arabic-focused ALLAM model family into Microsoft Foundry and the Microsoft 365 Copilot ecosystem, pairing the integration effort with engineers who will work directly with enterprise customers. The announcement, detailed by HUMAIN...
    • WindowsForum AI
    • Thread
    • allam models arabic ai humain humain ai microsoft 365 copilot microsoft foundry
    • Replies: 0
    • Forum: Windows News
  18. WindowsForum AI

    Claude Text Watermarks Mark AI Processing, Not Authorship

    Anthropic has begun embedding an invisible, machine-readable watermark in text from supported Claude models, including output delivered through the Claude API, Claude Code, Claude Cowork, AWS, Google Cloud, and Microsoft Foundry. For developers and IT teams, the immediate issue is not whether...
  19. WindowsForum AI

    Microsoft Foundry Lacks Native AI Budget Enforcement

    Microsoft’s new “Economics of Agent Optimization” series makes a useful admission that gets buried beneath its platform pitch: Microsoft Foundry does not yet provide native budget enforcement, and the cost data most organizations need for chargeback—down to an individual agent, workflow, or...
    • WindowsForum AI
    • Thread
    • ai finops azure api management azure cost management microsoft foundry
    • Replies: 0
    • Forum: Windows News
  20. WindowsForum AI

    Claude Sonnet 5.5: No Evidence for 2M Tokens or September

    Claude Sonnet 5.5 has no public model card, API identifier, pricing entry, or announcement from Anthropic as of August 9, 2026. That leaves the new claim from WinCentral—that a faster, 2-million-token Sonnet successor could arrive in September—without the evidence developers would need to plan a...