Enterprise
What the Bill Cannot See
FinOps can now tell you what your agents cost. It still cannot tell you whether the work got done. That second answer belongs to AgentOps.
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Token Exchange is an independent publication tracking the economics of the agent-powered economy: token cost, infrastructure decisions, and enterprise adoption. We write for the people who have to defend an AI budget, not just demo one.
Latest Signals
Enterprise
The Exchange Rate
Your enterprise AI bill now arrives in two currencies. One is dollars. The other is a unit your vendor issues, exchanges at a rate it defines, and can reprice as the platform evolves. Only one of them has a rate you can look up.
Enterprise
Capitalize or Expense
A new industry standards body just conceded that the number every enterprise is governing is the wrong one. The organizations that cannot separate what their tokens build from what their tokens burn will get a more precise account of a position they did not choose.
Enterprise
The Token Is the Unit of Work
Enterprise
Token Capital Is the New Balance Sheet
The CEO of Microsoft just gave every enterprise a new vocabulary for competitive advantage. Most organizations are going to miss what he was actually saying — and pay for it architecturally.
Enterprise
The Great Unbundling: How AI Is Rewriting the Firm Itself
AI isn't just automating work—it's collapsing the economic logic that once held companies together.
Enterprise
The Agent Tax: Why Every Workflow Now Has a Hidden Price Tag
As companies adopt agentic workflows, the real cost isn't compute—it's coordination. Welcome to the era of the Agent Tax.
Enterprise
The World Runs on Tokens. We Track the Exchange.
Every API call, every agent action, every AI prompt converts identity, compute, and context into an outcome. Token Exchange exists to make that conversion visible — and strategically legible.
Analysis
The Next Four Years of AI Will Be Defined by One Question: Who Owns the Runtime?
Microsoft and AWS now hold strategic stakes in both OpenAI and Anthropic. That's not a hedge — it's a land grab for something far more valuable than the models themselves.