Tokenomics: How Companies Operate in The Age of AI
In the “old days” — roughly 2023 — we bought software by the seat. You had 50 employees, you bought 50 licenses, and your CFO slept soundly knowing the bill wouldn’t change next month. Welcome to 2026, where the per-seat model is going the way of the fax machine. Today, companies operate on Token Economics — a usage-based model where the fundamental unit of value isn’t a person with a login, but a token of data processed by an AI model. If you aren’t thinking about your token burn rate, you’re likely paying for capability you never use — or underestimating the cost of the capability you do. What Is AI Token Economics? At its core, Token Economics is the shift from fixed software costs to variable compute costs. Every time an AI agent summarizes a meeting, reviews a contract, or flags a supply chain anomaly, it consumes tokens. • Input Tokens: The data you feed the AI — the prompt, the context, the 400-page regulatory filing. • ...