In the first weeks of 2026, OpenClaw spread through the AI world like a sonic boom, introducing many of the industry’s most ambitious technologists to the joy and chaos of an unrestrained AI agent. The project’s momentum tailed off after OpenAI scooped up its founder, but the influence is still being felt — particularly at Microsoft
Today, Microsoft is launching Scout, a new AI assistant meant to bring the power and flexibility of OpenClaw into the Microsoft 365 system. Built on the OpenClaw framework, Scout is an always-on agentic assistant, designed to work alongside the user with a persistent identity and style. Users name their own Scout instance — in my demo, it was named Sebastian — and are meant to give it ongoing feedback on tasks that could be automated.
As Scout VP Omar Shahine put it, the idea is to create an assistant that actively adapts to the user’s needs. “We all have our interesting quirks in how we work, and people are codifying those patterns into memories and skills that persist in their agent,” Shahine told me. “Then the agent becomes more capable, better understanding you and gaining more agency and exercising judgments.”
Scout is based in the cloud, but operates across the desktop and web browser also, so it’s easy to connect to inboxes, calendars and other systems. Scout will come with prepackaged skills for calendar management and drafting meeting agendas, among others, but Shahine expects the real value to be in the skills users come up with on their own.
