การขยายขนาด KYC/KYB ด้วย AI ในตลาดเกิดใหม่ - มีชัยชนะที่เป็นรูปธรรมบ้างไหม?

Definitely agree on the potential, especially in markets with less mature identity systems. My main concern would be the availability and quality of training data for AI models in those regions. How are you approaching data collection and verification for your models?

This is a super interesting area. I'm curious if anyone has seen success with AI models trained on a more diverse set of data from these regions, as opposed to just applying models developed for more established markets.

This is a really interesting challenge. While AI can certainly help with pattern recognition and data processing, I wonder about the foundational data quality in some of those emerging markets. How are you thinking about standardizing or augmenting unreliable identity data before the AI even gets to work on it?

It's an interesting point about emerging markets. While AI can certainly streamline data processing, the challenge often lies in the quality and availability of initial data sources in those regions to feed the models effectively. How are you approaching that first-mile data collection?