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Lumiflow AI helps product builders make sense of AI behavior—transforming messy, real-world outputs into insights anchored in intent. Our tools help teams measure and refine AI quality based on what actually matters: their product’s specific goals. We surface high-signal examples, highlight where models fall short, and reveal where improvements will drive meaningful impact. Founded by leaders who built successful AI products at Tome, Google, and Twitter, Lumiflow AI combines deep technical expertise with a real-world builder’s mindset. We’re building the instrumentation layer GenAI teams need to close the gap between model behavior and what their applications are meant to deliver. The result: faster iteration with clarity, tighter alignment between AI and product goals, and more trust from users.