Cornell receives payments without clear identification, and staff currently spend half their time investigating, reviewing spreadsheets, searching historical transactions, and conducting extensive vendor outreach. Despite sustained effort, some payments remain unresolved. Our AI research assistant matches payments to past transactions, searches for vendor contacts, and dramatically reduces research time while recovering more funds.