The feature gives teams a concrete guardrail against runaway AI spend, particularly for autonomous or unsupervised workflows that can consume tokens faster than manual monitoring can catch.
Teams running Claude agents at scale should audit token usage now — Opus 4.7's new tokenizer can silently inflate costs by up to 35% on unchanged prompts, and infrastructure failures (not model reasoning errors) may be the largest source of waste.