Filed under model-deprecation.

The Invoice That Retires the Chatbot

Enterprises are absorbing two simultaneous shocks in 2026: consumption billing that exhausts annual AI budgets months before year-end, and vendor deprecation cycles that retire the very tools those budgets funded. The result is a three-part governance vacuum — an invoice no one can explain, a model no one chose, a shutdown no one knows how to execute — and a single person in the room who approved none of it.