Microsoft Autopilot and Work IQ: what Copilot's always-on agent does, who can get it, and how it's billed

Microsoft is turning Copilot from an assistant you prompt into agents that keep working while you're away. The clearest example is Microsoft Autopilot, a long-running agent with its own identity, memory and cloud computer, which Microsoft announced on September 25, 2026 and which entered private preview at the end of that month. A second piece, Work IQ for business applications, entered preview on September 30. It connects Copilot and agents to data in Dynamics 365 and the Power Platform. Both sit on top of the frontier models Copilot already uses. This story covers what each one does, who can use them as of October 12, 2026, and how they're billed.

It is based on Microsoft's announcements, product blogs and licensing pages, plus reporting by GeekWire, Computing and Alex Heath's Sources, checked October 12, 2026.

The short version

• Autopilot is the renamed Microsoft Scout, introduced on June 2, 2026. It runs continuously in the cloud inside your Microsoft 365 tenant, with its own Entra identity, memory and workspace.
• Availability: Autopilot moved into private preview at the end of September 2026. Microsoft hasn't given a public preview or general availability date.
• Work IQ for business apps: in preview from September 30, rolling out through October 2026, covering Dynamics 365 Sales, Customer Service, contract management, and Power Apps/Dataverse.
• Billing: Autopilot uses usage-based billing, not the per-user Copilot license, Microsoft says. GeekWire reports it draws on Copilot Credits; pay-as-you-go credits cost $0.01 each. Microsoft hasn't published what a typical Autopilot task costs.

What is Microsoft Autopilot?

Microsoft first described the category in June, when it launched Scout through its Frontier early-access program. "Autopilots are always-on agents that work autonomously, with their own identity, and act on your behalf," wrote Omar Shahine, corporate vice president for Scout. On September 25, Microsoft folded Scout into a rebuilt Copilot organized around three modes: Home (chat plus Cowork task delegation), Code (building apps and automations in natural language) and Autopilot. Microsoft's European newsroom describes Autopilot as "an agent that can continue working on tasks independently."

Reporting on the launch fills in how it works:

• Its own identity, memory, computer and workspace. According to Computing, each Autopilot lives in the customer's tenant and stays within the organization's permissions. GeekWire reported that each one has "its own identity, memory and email address."
• Set up like a hire. Users give an Autopilot a name, role and goal. It can watch channels, follow up on threads, run recurring work and pick projects back up without prompting, Computing reported. Colleagues can @-mention it in Teams, Outlook and documents.
• Built on OpenClaw. Microsoft said in June that Scout's foundation comes from the open-source OpenClaw agent project, and that it is contributing policy-conformance features upstream.

Alex Heath, who interviewed CEO Satya Nadella for Sources on September 25, described Autopilot as an "AI chief of staff." That was Heath's phrase, not Microsoft's product language. Nadella told him: "Autopilot should also go to the consumer side." Microsoft hasn't announced a consumer version.

How does Microsoft keep it under control?

Microsoft's answer is identity and governance. Per Microsoft's June post, every agent "operates under its own governed Entra identity, not a shared, anonymous service account." Credentials are scoped to each task and redacted from logs, sensitive actions can require human approval, and Microsoft Purview data-protection policies are applied before anything is sent or written.

Jacob Andreou, the Microsoft executive vice president who leads Copilot, summed up the tension to GeekWire: "The hallmark of an amazing, long-running agent is autonomy and flexibility. That is the same thing that makes them absolutely terrifying to an IT admin." For why that worry is justified, see our case against unattended agents. Nadella made a broader version of the argument on October 10, calling for an "emergency brake" on every model (see our story on his post).

What is Work IQ, and what changed for Dynamics 365?

Work IQ is Microsoft's intelligence layer that grounds Copilot and agents in an organization's work context. On September 25, James Oleinik, partner director of product management for Dataverse and Work IQ, announced that it now reaches business applications. The preview started on September 30, with rollout continuing through October 2026.

According to Microsoft's Dynamics 365 blog, the preview:

• connects Dynamics 365 Sales and Customer Service, Microsoft's contract management apps, Power Apps and Dataverse, and Copilot Studio agents. Dynamics 365 Finance and Operations and third-party line-of-business apps can be connected for cross-app scenarios;
• models business data, relationships and rules once, so every agent can reuse them instead of rebuilding that context;
• adds governed actions, where Copilot and agents propose changes, follow required approvals and update source records within the user's permissions, such as reassigning ownership or escalating a service case;
• adds reusable business skills, plus developer tools including a Work IQ MCP server, a Work IQ CLI and a plugin for coding agents. Our MCP explainer covers what an MCP server exposes.

Admins choose which business context agents can use, which environments participate and who can access what. Work IQ operates under Microsoft Agent 365, Microsoft's agent management product.

How much does it cost?

Last verified: October 12, 2026 (Microsoft Copilot Credits licensing guidance; Microsoft Learn usage-based billing overview).

GeekWire reported that usage-based services are off by default, and that admins can set spending limits for the whole company, for groups or for individual users through Agent 365. As of October 12, Microsoft's Learn page on Copilot Credits listed Cowork, the Work IQ API and Copilot Managed Runtime among the services that consume credits. It didn't yet list Autopilot.

How do you get it?

• Autopilot: private preview only. Scout required enrollment in the Frontier program, Intune configuration and an opt-in attestation. Microsoft hasn't published new criteria for Autopilot's preview.
• Work IQ business apps: preview rolling out through October. Microsoft's blog points admins to Learn documentation for setup and governance.
• Home and Code: rolling out gradually to Frontier program customers.

How does it compare?

Autopilot is Microsoft's entry into always-on agents. OpenAI announced its own, called dots, on September 29 (see The Week in AI #2). Like Autopilot, dots run on their own cloud computers, and OpenAI pairs them with approval rules. Microsoft's pitch is the enterprise plumbing: Entra identities, Purview policies and governed actions on Dynamics records. For what makes something an agent rather than an assistant, see our explainer on "agentic".

What's confirmed, reported and uncertain

• Confirmed (Microsoft): Scout's renaming to Autopilot; the September 25 announcement; private preview from the end of September; Entra identity, scoped credentials and approval options; Autopilot's own identity, memory, computer and workspace, and usage-based billing (Jared Spataro's September 25 post); Work IQ business-app coverage, preview start of September 30 and October rollout; Copilot Credit prices.
• Reported: each Autopilot's email address (GeekWire); that Autopilot is billed in Copilot Credits, and that usage-based services are off by default with admin spending limits (GeekWire); the "chief of staff" label (Alex Heath).
• Uncertain: what an Autopilot task costs in credits; when Autopilot reaches public preview or GA; whether a consumer version will ship.