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Field notes on enterprise AI, knowledge systems, and governance — from the team building durable business memory.

Abstract editorial illustration of an enterprise knowledge network forming a structured brain from interconnected data nodes

Enterprise AIJune 27, 2026 · 8 min read

Beyond the Chatbot: 5 Radical Shifts in How Enterprises Actually Scale AI

Most enterprise AI failures aren't caused by flawed algorithms — they're caused by a lack of business memory. Here are five radical shifts required to make AI work at scale.

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