By Interestana AI Editorial — AI-drafted, human-overseen. How we report
Banks Face New Compliance Challenge: Know Your AI Agent

Financial institutions are facing a new compliance frontier with the rise of AI agents, shifting the focus from "know your customer" (KYC) to "know your agent." Zhuoqun Bian, president of Ant Digital Technologies, the enterprise division of Ant Group, highlighted this challenge at the Fortune Leaders Forum in Macau on September 8. Traditionally, financial institutions have rigorous KYC procedures for human-initiated transactions. However, with AI agents capable of independently orchestrating purchases and payments, a new layer of scrutiny is required to identify the agent, its ownership, and the authorization behind its actions.
The potential scale of this shift is significant. A January report from McKinsey projected that AI agents could manage as much as $5 trillion in global consumer spending by 2030. This projected volume necessitates a fundamental re-evaluation of existing financial infrastructure, which was designed with human users in mind. Bian emphasized that "all the infrastructure needs to be rebuilt or enhanced for agents." To address this evolving landscape, Ant International, Ant Group's global payments arm, announced on September 6 a collaboration with Mastercard and Visa. This initiative aims to develop a "know your agent" interoperability framework. The goal is to enable card networks, digital wallets, and marketplaces to recognize and authenticate trusted AI agents across various digital ecosystems. This collaborative effort is being facilitated through BuildFin.ai, an industry platform convened by the Monetary Authority of Singapore, the city-state's central bank.
The inherent nature of AI agents presents unique challenges for traditional payment systems. In an April note, the International Monetary Fund (IMF) pointed out that AI agents are probabilistic and adaptive, meaning they can produce different outcomes from the same input. This contrasts sharply with payment systems, which rely on absolute predictability and consistency. The IMF authors stated, "Payment rails, from card networks to real-time gross settlement (RTGS) systems, rely on predictable rules, legal certainty, and clear accountability structures to ensure trust and financial stability." The ability of AI agents to adapt and potentially deviate from expected behavior raises questions about maintaining the integrity and predictability of financial transactions.
For banks, the critical question is whether their current technological frameworks can adapt to these new demands. Benson Wong, managing director and head of digital at JPMorgan, acknowledged the potential for AI agents to drive innovation, noting that he has "never come across a situation where the technology of an agent failed us—or rather, led to an undesirable outcome." However, this perspective does not negate the broader systemic compliance and security concerns that financial institutions must proactively address. The development of robust "know your agent" protocols is becoming an imperative for ensuring trust, security, and regulatory compliance in an increasingly agent-driven financial world.
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