Enterprise (via Axios, unnamed)
$500,000,000
An enterprise deployed Claude across thousands of employees. No spending caps. No usage monitoring. No agent budget controls. Developers ran long autonomous coding sessions. AI agents executed chained workflows around the clock. The invoice arrived one month later: half a billion dollars.
Scout fix
per-agent spend quotas, real-time usage dashboard, threshold alerts
Sources: Axios / techstartups.com, May 2026