Use cases
Start where money already moves without anyone deciding.
You do not need an agent fleet to have this problem. A refund service, a payout run and an ops tool all spend money nobody approved, one movement at a time. These are the places a rule in front and a record behind pay for themselves first.
Where teams start
Two places, both measurable in a month.
Pick the one where somebody in finance can already tell you the number.
Refund and payout authority
Support and marketplace-ops automation issues refunds and releases payouts. Put a rule in front of it and a record behind it.
Marketplaces, PSPs, support operations
Read itAI agent spending limits
Hard caps on what an agent may spend on paid tools, models and vendors, held outside the agent and shared across runs.
Teams running agents in production
Read itLedger by industry
Multi-party balances, reconciliation and close for fintechs, PSPs, marketplaces and trading platforms. That is the ledger half, and it stands on its own.
Fintech · PSPs · trading · web3 · cross-border
Explore
Pick the one that already costs you money.
The sandbox is the whole engine in test mode, with no card. Model the policy you wish had been running last quarter and see what it would have stopped.