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Experimentation Platform (ExP)

Empower every AI builder at Microsoft to accelerate innovation through trusted, low-friction experimentation.

The Experimentation Platform (ExP) is Microsoft’s foundational system for driving innovation through trustworthy experimentation. ExP’s mission is to empower every AI builder at Microsoft to accelerate innovation through trusted, low-friction experimentation. By pairing scientific rigor with modern, AI-driven workflows, ExP embeds experimentation directly into the product development lifecycle helping teams move seamlessly from idea to insight. From large-scale platform investments to developer-centric tooling, ExP equips engineers, scientists, and product teams to validate hypotheses, measure real-world impact, and safely iterate on the intelligent systems that reach billions of users.

ExP is led by Colin McFarland (opens in new tab).

Are you passionate about helping AI organizations innovate faster, building reliable systems at scale, or advancing the science of experimentation? Check out our open roles.

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