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The AI Agent Infrastructure Stack — Three Defining Layers: Tools, Data, and Orchestration

Summary by Madrona Venture Group
Imagine a startup where a 20-person team can generate $100 million in annual recurring revenue in less than two years. This isn’t a futuristic fantasy — it’s the unfolding reality of AI-powered growth. Companies like Cursor, Bolt, Lovable, and Mercor are shattering traditional scaling rules, proving that lean teams armed with intelligent agents can disrupt entire industries. What this reveals is a shift in startup dynamics. Founders are no longe…
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Madrona Venture GroupMadrona Venture Group

The AI Agent Infrastructure Stack — Three Defining Layers: Tools, Data, and Orchestration

Imagine a startup where a 20-person team can generate $100 million in annual recurring revenue in less than two years. This isn’t a futuristic fantasy — it’s the unfolding reality of AI-powered growth. Companies like Cursor, Bolt, Lovable, and Mercor are shattering traditional scaling rules, proving that lean teams armed with intelligent agents can disrupt entire industries. What this reveals is a shift in startup dynamics. Founders are no longe…

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Madrona Venture Group broke the news in on Friday, February 28, 2025.
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