AI TOKENOMICS WHAT EVERY EXECUTIVE NEEDS TO KNOW

2026

Open publication workspace · Sign in to read the full PDF.

AI-generated summary

This document explains the critical, often overlooked, financial risks associated with AI programs and provides a framework for executives to manage them effectively.

* **The Hidden Budget Problem:** Details how AI token costs, driven by architectural decisions, can significantly exceed traditional IT budgets.
* **Four Cost Categories:** Breaks down the true cost of AI programs beyond direct usage fees, including platform infrastructure, efficiency investment, and cost of over-restriction.
* **Governance Architecture:** Outlines a four-component governance framework that enables automatic cost control without impacting AI functionality or developer productivity.

Tags: AI, Tokenomics, Cost Management, Governance, Executive Strategy

Check the original publication for accuracy and context.