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Real-world AI implementations in production. What happens when AI meets constraints, real users, and messy data.

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AI in Production AI Production

The Reality of AI in Production: What No One Tells You

After deploying AI systems for years, I have learned that the gap between demo and production is where most projects die. Here is what actually matters when AI meets the real world.

Mar 6, 2026 11 min
DECYON

Decisions in Engineering & Complex Y-systems Over Noise

Clarity for complex systems in the age of AI

Sharing what I have learned from two decades of building systems. Not claiming to have all the answers, just sharing the journey.

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