
Why Enterprise AI Projects Fail: It's Your Metadata, Not Your Model
Why enterprise AI projects fail often has nothing to do with the model—broken, ungoverned metadata lets AI scale bad business definitions at machine speed.
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CTO · Co-founder
Pranav is co-founder and CTO of Zyfolks. He leads engineering across the studio's AI-integrated products, custom software, and blockchain work — designing systems before they're written and holding the bar on how they ship. He spent four years as a technical lead in product engineering before Zyfolks, and started out as a mechanical engineer who taught himself to write software. His work sits at the intersection of architecture and judgement: systems that scale, technology choices that still make sense in three years, and the honesty to tell a client when something shouldn't be built at all.
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