To originate rapid $15M–$20M commercial construction loans, the credit team had to manually process an overwhelming volume of unstructured documentation. Analysts were reading complex ASIC company extracts to map out shareholding structures, manually parsing webs of discretionary family trusts for guarantees, and extracting data from highly technical property valuation matrices to ensure the strict 75% LVR was not breached. For the General Counsel, a single typographical error in an ABN or a miscalculated valuation could render a multi-million-dollar mortgage legally void.