01Define Sources, Permissions and Decision BoundariesMap the merchant lifecycle, approved source systems, available exports and responsible teams before implementation. Establish least-privilege access, retention rules and mandatory approvals; use tokenised references and exclude full card numbers, security codes and credentials from assistant inputs.
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02Build Merchant-Level Records and Routing RulesAgree on merchant identifiers, legal-entity references, batch identifiers, case statuses and reporting time zones. Configure checklists, exception thresholds and queues using the company's actual processes, with unmatched or ambiguous records sent for review.
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03Test Against Representative Operational CasesValidate proposed workflows with authorised sample records covering missing evidence, partial settlements, duplicate requests and approaching deadlines. Compare suggested actions with staff decisions and confirm that high-stakes actions cannot bypass approval.
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04Launch with Oversight and Track Workflow MetricsStart with a bounded queue and retain source references, action histories and override reasons. Monitor measures such as case age, evidence completeness and reconciliation exceptions, then adjust rules through an accountable change-review process.