The NYDFS findings highlight the critical operational challenges of automated scoring and decision-making. While the mathematical outcomes were legally compliant and consistent across comparable credit profiles, the failure lay in explainability and customer experience. A key point of friction arose because consumers misunderstood how authorised-user status affects credit history compared to individual accounts. Goldman Sachs and Apple initially offered little recourse, enforcing a six-month waiting period on appeals. The case serves as an important lesson for organisations deploying algorithmic systems: compliance alone is insufficient without transparent explanation mechanisms and responsive support channels.