KYC Automation vs. The Human Element – Are we trading efficiency for efficacy?

Been thinking a lot lately about the increasing push towards fully automated KYC/KYB processes, especially with the influx of AI solutions claiming to handle everything from identity verification to risk scoring. On one hand, the efficiency gains are undeniable – faster onboarding, reduced operational costs, the dream scenario for any fintech. But then I look at some of the more sophisticated AML evasion tactics that surface, the kind that rely on nuanced behavioral patterns or subtle inconsistencies across multiple data points that an algorithm might easily miss if it's not specifically trained on that exact, evolving threat vector.

Are we potentially creating new blind spots by over-relying on automation without a robust human oversight layer? It feels like there's a constant tightrope walk between streamlining compliance and genuinely catching the bad actors. Curious to hear how others are balancing this in their operations. Are you finding that the 'black box' nature of some AI solutions makes it harder to explain why a particular flag was raised, or are you seeing a significant reduction in false positives that justifies the trade-off?