Let any AI agent take governed actions in Stripe

Policy limits, approval thresholds, and eligibility rules are encoded into the Upware skill at authoring time — before any agent can call it. At runtime the action replays deterministically against those constraints, so a refund above your defined cap is blocked before the Stripe API is ever reached. The enforcement happens in the governed execution layer, not inside the LLM, which means it cannot be talked around or hallucinated past.

Every action — the agent that triggered it, the policy check that ran, the exact parameters passed to Stripe, and the response received — is logged to an immutable audit trail. For finance and compliance teams this means every refund, credit, or subscription change is attributable to a specific user or agent identity with a full timestamp chain. That record is available for internal audit or external review without any manual reconstruction.

Direct API access gives an agent the ability to issue a refund; it doesn't give it the judgment to know whether it should. Your refund caps, approval workflows, and the requirement to post a matching entry to your ledger and CRM live outside Stripe — in finance policy and downstream systems. Upware learns and encapsulates that full cross-system process, including the reconciliation steps, so the agent executes a governed action rather than a raw API call that creates orphaned transactions finance has to chase down.