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Cognitive Revolution · July 20, 2025 · 70m
Enterprise AI Agents: What Actually Works
A practitioner's guide to which AI agent patterns are actually working in enterprise settings versus which remain vaporware, based on dozens of conversations with deployment teams.
Canon
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The most successful enterprise AI agent deployments succeed not because of smarter models but because of better-designed operating environments: clear APIs, structured data, defined success criteria.
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Teams that wait for perfect AI agents never deploy. The courage to ship imperfect systems with human oversight loops produces more learning than endless prototyping.