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Budgets, Usage, and Audit

Budgets, usage tracking, and audit logs are the operational side of control in ThinkWork.

Budgets let you cap spending at the agent, tenant, or automation level. When a budget is exceeded, ThinkWork can alert or suspend work depending on configuration.

ThinkWork tracks usage at the turn level, including:

  • input and output tokens
  • estimated cost
  • model used
  • duration
  • tool activity

That makes it possible to understand both spend and behavior.

Agent invocations are also written to an audit log in S3 in your AWS account.

This gives operators a durable record for:

  • debugging
  • compliance review
  • incident investigation
  • cost analysis

Control is not just about blocking bad output. It is also about being able to answer practical questions later, like:

  • what happened
  • what it cost
  • which agent did it
  • which policy or budget boundary fired