AML, KYC, and AI training are compliance floor, not differentiator

Ellen Joy Almanza, managing consultant at Buenas PH, a PAGCOR-licensed online casino, has publicly argued that Philippine online gaming operators need to treat AML, KYC, and AI-driven compliance as core operational disciplines, not back-office functions. The three pillars she identifies are: embedding AML and KYC into frontline operational roles, scaling predictive AI systems for transaction monitoring and player behavior, and investing in structured staff training across those areas. The comments were reported by GGRAsia and reflect a position being articulated from inside the licensed operator community, not just from regulators or external consultants.

PAGCOR is under visible fiscal pressure. The regulator's revenue contribution to the national government has become a recurring political reference point, and enforcement actions that demonstrate regulatory seriousness serve a dual purpose: they generate fines and they demonstrate institutional value to the administration. Operators that have kept AML and KYC siloed inside compliance departments are structurally exposed. When an examiner walks through an operation, they are looking at whether frontline staff, account managers, payments teams, and customer service personnel understand their obligations and can demonstrate them. A compliance manual that lives only with the compliance officer is not a defense.