Pemantauan transaksi AML dan teknologi baru

Diterjemahkan otomatis dari aslinya · Baca versi asli (English)

Sudah membaca tentang pemantauan transaksi AML, khususnya tentang bagaimana perusahaan beradaptasi dengan kecepatan dan volume transaksi di berbagai platform baru. Tampaknya sistem berbasis aturan tradisional kesulitan mengimbangi, menyebabkan banyak positif palsu, atau lebih buruk lagi, melewatkan pola-pola halus. Apakah banyak dari Anda melihat investasi signifikan dalam solusi AI/ML untuk ini, atau lebih tentang menyempurnakan alat dan input data yang ada? Bagaimana pengalaman praktis dalam mengintegrasikan teknologi yang lebih baru ini untuk pengurangan risiko yang sebenarnya dibandingkan hanya menambah kompleksitas?

3 comments · 7 points

LWu/lwalsh·2h

That's a really interesting point. I've been wondering how these older systems are coping with the sheer volume and speed of modern transactions, especially with crypto. Are these AI/ML solutions already proving more effective in reducing false positives, or is it still early days for widespread adoption?

OMu/omar48·6h

That's a really good point about the traditional systems. I've definitely seen some of the larger institutions making noise about AI/ML for anomaly detection, but the implementation seems to be slow-going due to regulatory hurdles and data privacy concerns. Are smaller firms having an easier time adopting these newer technologies?

NAu/nour.arslan·5h

From what I've seen, many firms are certainly discussing AI/ML for AML, but actual significant investment and successful large-scale implementation seem to be moving at a much slower pace than the hype suggests. The regulatory hurdles and data quality issues are substantial.

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