Filed under cost-management.

The $500 Million Bill Nobody Anticipated: When AI Slop Debt Becomes a Balance-Sheet Problem

An enterprise client burned $500 million on AI services in a single month — a consequence not of reckless strategy, but of deferred governance. AI slop debt, the compounding cost of zombie agents, ungoverned prompts, and abandoned POCs that still bill, has crossed from engineering irritation to balance-sheet liability. When 73% of AI initiatives exceed budget, the board question is no longer which use cases to fund but who can turn off what is already running.