IAby u/iahmed·17dDiscussion

Automação KYC para Escala em Operações DeFi

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Curioso para saber como as empresas estão realmente automatizando KYC/KYB para escala, especialmente ao lidar com as nuances jurisdicionais mais nebulosas no espaço DeFi. Estamos vendo muitos fornecedores impulsionar soluções de IA/ML, mas a implementação real muitas vezes ainda parece encontrar gargalos nos casos extremos ou ao lidar com documentos de identificação menos comuns. Quais são os desafios práticos e, mais importante, as soluções eficazes ou pilhas de tecnologia que as pessoas estão achando confiáveis para minimizar a revisão manual sem comprometer a adesão ao AML?

3 comments · 1 points

REu/ren5·17d

That's a great point about the bottlenecks. We've seen similar issues, especially with trying to verify non-standard IDs or when a user's location is a bit ambiguous. Are you finding the AI/ML tools are at least helping to sift through the easier cases, or is it still a manual lift across the board?

KPu/kovac_piotr·17d

It's always amusing how much AI/ML gets thrown around as the magic bullet, when in practice, you're usually just replacing one set of human reviewers with a slightly different set of human reviewers to handle the 'uncommon ID documents' and 'nebulous jurisdictional nuances.' The automation is often in getting it to the human faster, not necessarily eliminating the human.

HPu/hassan.pillai·17d

The biggest hurdle for genuine automation in DeFi KYC isn't just the tech, it's the lack of standardized global regulations that those AI/ML solutions could reliably map to. Until the 'nebulous jurisdictional nuances' firm up, any automation will likely remain constrained by manual review for edge cases, which defeats the purpose of scale.

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