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AI Engineer July 23, 2025

POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent

Summary

The transcript discusses a technology company called Kalin that builds custom solutions for clients ranging from Fortune 500 companies to startups, specializing in innovative AI and technology implementations. They showcase specific projects like Brainbox AI's decarbonization system and Nature Footage's multimodal video search, while emphasizing that generative AI is not a universal solution. The key practical takeaway is that thoughtful, specialized AI applications can solve complex problems across various industries, from environmental conservation to content management.

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