The throughline of Build 2026 is that model access is no longer the differentiator — the system that runs models is. Microsoft's answer is the Microsoft Agent Platform: build your agent in GitHub, ground it with Microsoft IQ, run it in Foundry, govern it with Agent 365, and improve it continuously from real-world signal.
Three principles underpin everything: agents are built like production software (sourced, tested, deployed, observed, improved); governance is native to the platform rather than bolted on; and a closed feedback loop lets agents improve safely under human oversight.
Below: the flagship launches and the broader wave of GA / preview releases across developer tooling, models, data, Windows and the science frontier. Everything here is sourced from Microsoft's public Build 2026 blogs.
02 Microsoft IQ — the context layer
Microsoft IQ is a new context layer that grounds agents in both world knowledge and enterprise knowledge, generally available this month across GitHub Copilot, Microsoft Foundry and Copilot Studio. It is organised into specialised "IQ" layers.
Work IQ
GA The workplace-intelligence layer for agents: it captures how work actually happens across Microsoft 365, organisational systems and external sources — people, emails, documents, meetings and how they connect.
- Built on four components: Chat, Context, Tools and Workspaces.
- Work IQ APIs are generally available on June 16, on a consumption model independent of individual user licensing.
Fabric IQ
GA A shared semantic foundation over structured business data, giving agents a consistent understanding of enterprise data modelled in Microsoft Fabric.
Foundry IQ
Public Preview Ties the IQ family together and enables retrieval planning across both enterprise knowledge and the live web. Foundry IQ Serverless + Grounding enters public preview with new knowledge sources including Work IQ and Fabric IQ.
Web IQ
Announced A new, AI-first web-search stack for grounding agents in the real-time web: model-agnostic, MCP-native and publisher-first, returning relevant passages at roughly 2.5× the speed of the next best alternative.
03 Models — the MAI family & model choice
Model choice is positioned as a durable platform principle. Microsoft introduced a new generation of in-house MAI models — built from scratch with zero distillation on clean, licensed data — alongside Frontier Tuning to adapt models to your business.
MAI-Thinking-1
Private Preview Microsoft AI's first reasoning model: a 35-billion active-parameter model with a 256K context window, built for high efficiency at low token cost, and open in private preview on Foundry.
- Trained from scratch with zero distillation on clean, commercially-licensed data.
- On blind tests independent raters prefer it to Sonnet 4.6, and it matches Opus 4.6 on coding (SWE-Bench Pro).
- Tuned for complex multi-step instructions, long-context reasoning and code generation.
MAI multimodal models
Public Preview A full multimodal stack from Microsoft's own models, landing on Foundry with market-leading quality per dollar.
- MAI-Image-2.5 serves both text-to-image and image-to-image (top-ranked on the Arena leaderboard); live in PowerPoint and rolling out on OneDrive.
- MAI-Transcribe-1.5 combines state-of-the-art accuracy across 43 languages, with streaming coming soon.
- MAI-Voice-2 adds 15+ languages and new voices; MAI-Code-1 (Flash & Pro) is tuned for GitHub Copilot and VS Code.
Frontier Tuning
Private Preview A new approach that applies reinforcement learning inside your compliance boundary, using your own data, processes and conventions, so agents learn how your business actually works — and your custom models stay in your environment.
- Reinforcement-learning environments act as private "training gyms" for your models.
- A tuned MAI model for Excel matched GPT-5.4 while being up to 10× more efficient.
- Available today via Forward Deployed Engineering, with Copilot Studio and Foundry availability coming.
MAI on third-party platforms & weight tuning
Announced For the first time developers can tune the weights of MAI models themselves, and the models will be widely available beyond Foundry.
- MAI models also available on Fireworks AI, Baseten and OpenRouter.
- Co-designed with Microsoft's own Maia 200 silicon, already showing a 1.4× efficiency boost.
- Microsoft and Mayo Clinic are co-creating a frontier healthcare model, owned by Mayo Clinic and later offered via Azure Foundry.
Also announced
- MAI-Coding-2-Efficient — a Microsoft-family model option to optimise token cost and quality.
- Microsoft published in-depth safety and technical reports for the MAI lab.
04 Microsoft Foundry — the agent runtime
Foundry is positioned as the runtime for agents: access to the right model for any task and cost profile, hosted execution, global GPU capacity, and observability — all under the Foundry Control Plane.
Hosted Agents in Foundry Agent Service
Public Preview Deploy and manage agents without infrastructure overhead: instant-on sandboxes per session, isolated execution, persistent memory and elastic scale — "the primitive for agents the way containers were for cloud-native apps".
Fireworks AI on Foundry
GA Low-latency, high-throughput open-model inference with Foundry's enterprise governance and Azure data residency, regardless of the model you choose.
Managed Compute in Foundry
Public Preview Routes GPU workloads to available capacity across global regions automatically, giving global reach with zero infrastructure overhead.
Microsoft Agent Framework on Foundry
GA Bring agents built on the Microsoft Agent Framework, LangGraph, GitHub Copilot SDK, Claude Agent SDK or a custom harness — with an optimised model router balancing quality, speed and cost per agent.
- Observability and traces make agent behaviour measurable.
- Foundry continuously tunes models, harnesses, IQs, tools and actions as agents operate.
Also announced
- Foundry Local — select OSS models on device (GA); frontier + OSS models at the edge.
- Foundry Control Plane — a single management layer for models, agents and infrastructure with built-in security, compliance and cost control.
05 Agents — build secure & govern at scale
Agent 365 extends Entra, Defender, Intune and Purview through a single control plane to observe, govern and secure every agent — including local agents — closing gaps in visibility, control and data protection. New open standards and an agentic security system round out the trust stack.
Agent 365
GA A single control plane to observe, govern and secure every agent in the organisation. Every agent shows up in one catalog — whether built in Foundry or elsewhere — with full visibility of who deployed it, what it can access, how it behaves and what it costs.
- The A365 Agent Registry surfaces unmanaged agents across endpoints.
- Extends to more than 20 types of local agents across your estate.
- ME5 is now a prerequisite; Agent 365 is included in the new Microsoft 365 E7 SKU and available standalone.
Agent 365 SDK
GA Integrate any agent with enterprise-grade identity, security, observability and governed access to Microsoft 365 data — making custom agents production-ready and composable with Agent 365.
Open trust stack: ASSERT & Agent Control Specification
Announced An open, end-to-end trust stack for AI agents on any framework, anchored by two open-source projects.
- ASSERT — policy-driven safety evaluation.
- Agent Control Specification — standardises where and how to apply controls in the agent loop.
Codename MDASH
Announced A multi-model agentic security system that deploys 100+ specialised agents to find exploitable bugs — reasoning about data flow, business logic and exploit chains — with context-aware fixes delivered directly in the Defender Portal.
Also announced
- Adaptive Evaluations (Public Preview) — turns plain-language requirements into a self-improving eval harness; works with LangChain, CrewAI, LangGraph and the Claude SDK.
- Agent Shield (Public Preview) — a portable, policy-as-code guardrails.yaml standard enforced at runtime across any agent.
06 GitHub & Copilot for developers
GitHub makes agents first-class participants in the SDLC — in issues, PRs, reviews, the terminal and the Agents tab — and ships a native desktop app, a GA Copilot SDK, sandboxed execution and cross-surface memory.
GitHub Copilot app
Public Preview A native desktop experience that brings agentic development to a much wider audience: start from an idea, an issue or a PR, orchestrate multiple agent sessions in parallel, and keep changes moving through review, CI and merge. Each session uses git worktrees so work stays separated.
Copilot SDK
GA Build custom agentic experiences on the Copilot runtime — tool calling, streaming, file operations, sessions, permissions and observability — now GA across Node.js/TypeScript, Python, Go, .NET and, newly, Java and Rust.
Copilot Code Review on the agent platform
GA Code review becomes an adaptable agentic system, extensible via custom Skills and MCP-connected context (service catalogs, incident tools, third-party platforms). A new medium tier (preview) routes per-repo to a higher-reasoning model.
- Now also available natively in Azure Repos / Azure DevOps (public preview) with inline comments and committable fixes.
- Admins can dial review depth per repository under usage-based billing.
Copilot CLI: Sandbox, /every & Chronicle memory
Public Preview Terminal-native agentic workflows get isolated local sandboxes, recurring background tasks and a cross-surface memory layer.
- GitHub Sandbox — cross-platform local sandboxing for Copilot CLI and SDK with IT-governed controls.
- /every — automate recurring prompts and tasks in the background so repetitive work doesn't interrupt flow.
- Chronicle — extends /chronicle into memory that carries context across CLI, VS Code, GitHub Desktop, github.com and JetBrains.
Build-CLI (Microsoft Build session catalog skill)
GA An open-source GitHub Copilot CLI skill that connects your local project to the live Build 2026 session catalog, mapping your dependencies to relevant sessions from the terminal.
- Reads package.json, requirements.txt, .csproj, go.mod and other manifests, maps them to Microsoft products and searches the live catalog — no stale data.
- Plan a schedule, log session notes, get next steps, and scaffold a project from a session, all from the CLI.
- Install via /plugin install microsoft/Build-CLI; also works in VS Code, Visual Studio 2026 and Claude Code, with Microsoft Learn MCP fallback for SDK docs.
Also announced
- Agentic GitHub Apps / Agent HQ — third-party agents (LaunchDarkly, Sonar, Endor Labs, JFrog, PagerDuty, Miro and more) inherit GitHub context, identity, permissions and governance.
- Customizable AI Automations (GA) — event- or schedule-based automations with the Copilot cloud agent.
- Copilot CLI voice input (GA) and tabbed TUI (preview).
07 Windows for agentic development
Microsoft positioned Windows as the best place to build and run agents: OS-enforced containment for agents, a more capable WSL and terminal, on-device models, and new developer hardware.
Microsoft Execution Containers (MXC)
Public Preview A policy-driven execution layer where developers declare what an agent can access (files, network) with containment enforced by the OS itself, across a spectrum of isolation semantics composable by intent and risk.
- Fast process isolation (adopted by GitHub Copilot CLI) and session isolation separate the agent from the desktop, clipboard, UI and input devices.
- Used by OpenClaw on Windows; NVIDIA OpenShell maps its agent policies to MXC-backed containment.
- Agent 365 native integration (preview in July) brings Defender, Entra, Intune and Purview to local agents.
Windows 365 for Agents
GA Computer-using agents get secure, IT-managed Cloud PCs to execute multi-step enterprise workflows — opening apps, navigating interfaces, entering inputs and processing data — on a consumption model.
- Windows 365 Flex (formerly Frontline) reaches GA; new 32-vCPU and GPU-enabled "Select" SKUs.
- Windows 365 ships with the new Windows developer configuration (public preview).
Surface RTX Spark Dev Box
Coming soon A developer device powered by NVIDIA RTX Spark silicon delivering up to 1 petaflop of AI compute and 128 GB unified memory — enough to run up to 120B-parameter models locally with up to 1M-token context, without cloud GPU instances.
- WSL 2 with GPU passthrough and full CUDA support pre-configured, with VS Code and GitHub Copilot installed.
- Available later this year in the U.S. via Microsoft.com.
WSL, terminal & on-device models
Public Preview A wave of developer-experience upgrades make Windows more Linux-friendly and agent-aware out of the box.
- Coreutils for Windows (GA) — Linux-like CLI utilities built on the Rust uutils project, running natively.
- WSL containers (coming to preview) — build, run and manage Linux containers via a native CLI & API.
- Intelligent Terminal (experimental) brings context-aware agents into Windows Terminal via the Agent Communication Protocol (ACP).
- Aion 1.0 on-device SLMs — Instruct (everyday text intelligence, open weights) and Plan (14B reasoning/tool-calling, coming months).
Also announced
- Windows Developer Configurations (GA) — one-command, distraction-free dev setup powered by WinGet.
- Windows Development Skills (GA) — structured knowledge for agents to build native Windows apps via WinUI3 skills and WinApp CLI.
- DGX Station for Windows (Q4) — deskside AI supercomputer on the NVIDIA GB300 Grace Blackwell Ultra Superchip for up to 1-trillion-parameter local models.
- Windows AI APIs expand from NPUs to CPUs and GPUs (speech-to-text, on-device SLM, video super-resolution); expanded post-quantum cryptography.
08 Data & databases
New managed data services target agentic and AI workloads — a high-performance PostgreSQL, a Fabric backend-as-a-service for coding agents, and GPU-accelerated analytics.
Azure HorizonDB
Public Preview A fully managed PostgreSQL service delivering ultra-low latency, rapid read scale-out, built-in AI and deep Azure integration — more than 3× the throughput of comparable self-managed setups in internal testing.
- Up to 192 vCores and 128 TB storage; positioned against Amazon Aurora and Google AlloyDB.
- Accelerated app development with GitHub Copilot in VS Code, in-database model access, vector indexing and semantic search.
Project Rayfin (Fabric Databases)
Public Preview A managed backend-as-a-service on Microsoft Fabric — database, auth and app hosting — defined through GitHub-based workflows so developers and coding agents move from prototype to production without managing infrastructure.
- A partnership with Replit creates a fast path from prototype to governed, enterprise-grade deployment.
Fabric Query Acceleration
Gated Preview GPU-powered acceleration for the Fabric Data Warehouse, reported as up to 27× faster than vCPU-based Fabric DW in Microsoft's testing.
Also announced
- Cosmos DB — Global Secondary Index and Per-Partition Failover (GA); Distributed Transactions (preview); MCP Toolkit and Agent Kit (GA).
- Azure SQL & PostgreSQL — MSSQL extension for VS Code, SQL Database dev containers, Azure Migrate for PostgreSQL (GA).
- Fabric — new SQL endpoint v2, Operations agent in Fabric IQ (GA), Planning in Fabric (GA).
09 Microsoft 365 & business agents
Build's AI Business Solutions track focused on grounding agents in real work via Work IQ, a first "autopilot" agent, and admin controls for cost and adoption.
Microsoft Scout (autopilot)
Private Preview Microsoft's first "autopilot" — an always-on personal agent for work, built on OpenClaw and Work IQ, that proactively handles meeting prep, scheduling conflicts and routine tasks without being asked.
- Operates across cloud, desktop and web, connecting to Teams, Outlook, OneDrive and SharePoint.
- Brought to Frontier customers; English-only, requires GitHub Copilot & M365 licensing, metered through GitHub tokens.
Work IQ API & Learning Agent
GA Programmatic access to the Work IQ intelligence layer (GA June 16), plus a Learning Agent that accelerates Copilot adoption with role-based, in-flow skilling included in M365 Copilot.
- Work IQ APIs are independent of individual user licensing and priced on consumption.
Cost Management for Copilot & agents
Coming soon A single Microsoft Admin Center hub for IT to enable credit-based billing, set spend limits and monitor tenant-pooled Copilot usage across users, groups and agents.
Also announced
- Agent 365 for local agents and claws (Public Preview) — discovery, endpoint controls, audit and runtime protection anchored in Defender, Entra, Intune and Purview.
- A new look for Microsoft Copilot — a redesigned Copilot experience for work, unveiled in the keynote (aka.ms/designing-copilot-for-work).
10 Frontiers — science & quantum
Agents move beyond software into research: a GA platform for scientific discovery and a major quantum-computing disclosure, both accelerated by agentic AI.
Microsoft Discovery
GA An enterprise-grade agentic AI platform for the full scientific workflow — deploy autonomous agent teams, guided by human expertise, to reason over knowledge, generate hypotheses, optimise experiments and validate theories in a continuous loop.
- BHP is finding copper-leaching solutions in months instead of years; Syensqo is accelerating semiconductor R&D; GSK is iterating on drug discovery.
- A free Discovery local app (preview) runs on your computer with just a GitHub Copilot account.
Majorana 2
Announced Microsoft's next-generation topological quantum chip, developed with help from Microsoft Discovery's agentic AI: a 1,000× reliability improvement, with a mean qubit lifetime of 20 seconds (up to a minute).
- A new materials stack swaps aluminium for lead; one-microsecond operations and qubits ~1/100th of a millimetre.
- Microsoft now expects a scalable quantum computer by 2029 — half its original timeline.