The Token Reckoning
Enterprise AI has a spending problem
AI spending inside enterprise organisations has grown faster than the frameworks to govern it. Budgets have been exhausted, leaderboards gamed and productivity gains have failed to show up in the numbers. This paper examines what went wrong, why it was predictable, and what a disciplined approach to enterprise AI actually looks like.