In the first few weeks of 2026, OpenClaw has spread like a sonic boom through the AI world, bringing the joy and disruption of unrestricted AI agents to many of the industry’s most ambitious engineers. After OpenAI scooped its founder, the project’s momentum slowed, but its effects are still being felt, especially at Microsoft.
Now, Microsoft is launching Scout, a new AI assistant aimed at bringing the power and flexibility of OpenClaw to the Microsoft 365 ecosystem. Built on the OpenClaw framework, Scout is an always-on agent assistant designed to work with users with persistent identities and styles. Users name their Scout instance (in my demo it was named Sebastian). It’s intended to give you continuous feedback on the tasks you want to automate.
The idea, as Scout Vice President Omar Shahine says, is to create an assistant that proactively adapts to the user’s needs. “We all have interesting quirks in the way we work, and people codify those patterns into memories and skills that persist in their agents,” Chahine told me. “Then your agent will be more competent, understand you better, and have more agency in making decisions.”
Scout, available through Microsoft’s Frontier program, which provides early adopters with access to experimental Microsoft products, requires a GitHub Copilot subscription.
Although Scout is cloud-based, it also works on your desktop or web browser, making it easy to connect to your inbox, calendar, and other systems. While Scout comes pre-packaged with skills like calendar management and meeting agenda creation, Shahine expects the real value will be in the skills users develop themselves. This customization loop—where the assistant learns from your actions and improves over time—is the same dynamic that has made consumer AI tools sticky. The more you invest in training your assistants, the harder it will be to walk away.
The system also has extensive security protections to address concerns about unsupervised AI agents running amok. This issue is a real-world issue that was brought to the fore by OpenClaw earlier this year when (among other examples) an agent was reported to be behaving abnormally in a researcher’s inbox. Scout has a built-in “policy compliance system” that continuously checks whether the system is operating according to set guidelines, with each compliance check generating its own audit trail.
Scout is part of a suite of AI products Microsoft announced at its annual Build developer conference, including hardware-oriented Project Solara, Copilot updates, and new inference AI models.
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