Use Cases
Built for engineering and finance leads
Pick your segment to see the workflows that matter most.
Finance leads
Pain: Invoices hide which agent burned the tokens.
How AgentLedger helps: Per-agent budgets and spend roll-ups before month-end.
Engineering leads
Pain: Runs keep calling models until the card declines.
How AgentLedger helps: Cap-approach flags you can review before the next deploy.
FinOps reviewers
Pain: Spikes show up after the billing cycle closes.
How AgentLedger helps: Anomaly-oriented hints on the agents you log — decision-support only.
Platform teams
Pain: A full APM is heavier than a spend question.
How AgentLedger helps: A lightweight ledger you can export. Not a traffic interceptor.
refs: per-agent LLM budgets · spend roll-ups · anomaly alerts