—AI Implementation
The Hidden Costs of Enterprise AI Agents: Why Agents Cost 10–100× More Than Chatbots—and How to Govern It
An AI agent is not a more expensive chatbot—it is a different cost curve. Because every reasoning step re-sends its context, agents burn 10–100× more tokens than chatbots, and the token bill is only the visible layer. Here's the mechanism, the three hidden costs enterprises miss, a self-build vs. platform vs. FDE comparison, and a four-lever governance playbook that cuts spend 50–70% within two weeks.
August 2, 2026·9 min read
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