Mu-Lan Zhou

IDV: Customer-Context-Aware Multi-Engine Architecture for AI-Agent Intent Drift Detection in Finance

AI agents operating on customer infrastructure in financial services face a governance challenge: customer intent specifications are category-level ("customer accounts," "process payments") rather than instance-level (specific account IDs, segregation-of-duties constraints). We empirically establish that this ambiguity...