<p>What does it <em>really</em> take to turn bold ideas into real impact inside one of the world’s largest technology companies?</p><p>In this episode of <strong>Engineering in the Loop</strong>, Alec Harrison sits down with <strong>Taylor Black</strong>, <strong>Director of AI &amp; Venture Ecosystems in the Office of the CTO at Microsoft</strong>, to unpack how internal incubators actually work — and why most innovation efforts fail before they ever ship.</p><p>Taylor leads Microsoft’s <strong>internal incubation studio</strong>, where early-stage, high-risk ideas are tested, validated, and scaled into products capable of generating <strong>hundreds of millions — and eventually billions — in revenue</strong>. Unlike traditional startups, these ventures must meet Microsoft-scale expectations while navigating enterprise constraints, long buying cycles, and strategic alignment across product groups.</p><p>In this conversation, we cover:</p><ul><li><p>What makes an idea <em>“Microsoft-sized”</em> (and why most aren’t)</p></li><li><p>How internal incubators de-risk innovation before product teams invest</p></li><li><p>Why <strong>$1B in revenue within five years</strong> is the bar — not the exception</p></li><li><p>The biggest mistakes founders make when starting companies</p></li><li><p>When <strong>not</strong> to take venture capital (and why most founders do it too early)</p></li><li><p>How AI agents will reshape work far beyond chat interfaces</p></li><li><p>Why the future may include <strong>one-person billion-dollar companies</strong></p></li></ul><p>Whether you’re an engineer, founder, product leader, or innovation executive, this episode offers a rare, inside look at how venture-style thinking works <em>inside</em> a global enterprise — and what you can learn from it.</p>