One company reportedly spent $500 million on Claude in one month after failing to cap AI usage

An unnamed company spent $500 million on Claude licenses in one month due to lack of usage limits and AI expertise. The incident highlights the importance of proper model selection, context engineering, and cost management to avoid runaway AI expenses.