Research Study
The AI Bottleneck Study
Original research on how AI adoption creates unexpected delivery bottlenecks in engineering teams—and what high-performing teams do differently.
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Why AI tools increase velocity but decrease predictability
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The hidden coordination cost of AI-generated code
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Where AI creates new types of technical debt and review bottlenecks
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Data from teams shipping with Copilot, Cursor, and other AI coding assistants
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Practical framework for managing AI-accelerated delivery risk