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Why Most AI Projects Never Reach Production and How Union | AppDevANGLE
March 25, 2026
Why do most enterprise AI projects fail before reaching production? In this AppDevANGLE episode, Paul Nashawaty sits down with Ketan Umare, Co-Founder and CEO of Union.ai, to break down the reality behind AI adoption. Despite massive investment and hype, only a small percentage of AI initiatives ever deliver meaningful business value. The conversation explores why traditional software development models are failing in the age of AI, how non-deterministic systems change the rules of application development, and why iteration speed, reliability, and infrastruct... Read more
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