Pump Up hosted agents connect to candidate Gumroad API integrations or supplied transaction exports to evaluate ecommerce operations including refund eligibility, revenue reconciliation exceptions, and paid member support requests. The agent inspects sales records, queries non-mutating license verification records, compares platform fees and remitted taxes, and drafts structured recommendations, while designated business owners retain explicit decision authority for authorizing refunds, posting ledger adjustments, and approving subscription cancellations.