Import defined synthetic text documents, inspect extracted fields, and open line-level citations. Original source files are preserved with the case.

Trace transaction and invoice relationships, compare receipt allocations and settlement totals, and leave unsupported conclusions unresolved.

Run rule checks and prepare cited packets. The connected workbench includes a model explanation endpoint awaiting its provider connection. Document authenticity is not verified.

Inspect refund/dispute overlap, merchant payouts, and supplied-rate currency conversion. An illustrative evidence checklist now assembles linked dispute exhibits. Applicable network rules and external submission remain outside the prototype.

Separate expense changes into volume, unit cost, fixed costs, and unexplained ledger residuals using comparable, evidenced inputs.