AiDE Insights

Regulation E and AI-Assisted Dispute Decisions: What the Operating Record Must Preserve
AI can accelerate dispute operations, but Regulation E obligations still attach to the institution. The operating question is whether every case can preserve the notice, evidence, applicable rule, deadline, intervention, determination and consumer explanation behind the outcome. Read more...
Why Explainable Decisioning Matters in Regulated Operations
Why Explainable Decisioning Matters in Regulated Operations  Financial institutions are under constant pressure to make consequential decisions faster. A disputed transaction must be investigated. A suspected fraud event must be evaluated. An exception must be escalated. A customer communication must reflect what the institution actually determined. Speed matters but speed alone is not the standard. In a regulated environment, an institution may also need to establish what information was considered, which policy or rule applied, why a particular outcome followed, whether an exception occurred, who intervened and when the decision... Read more...