MetaComp Pte. Ltd. has launched the StableX Know Your Agent (KYA) Framework, a new governance model designed to regulate how AI agents operate within financial services. The announcement was made at Money20/20 Asia in Bangkok, marking what the company believes is the first comprehensive framework of its kind developed by a licensed financial institution.

As AI adoption accelerates across payments, compliance, and wealth management, financial institutions are increasingly deploying autonomous agents to perform critical tasks. However, governance standards have struggled to keep pace. Therefore, MetaComp introduced KYA to address this growing gap by defining how AI agents are identified, authorized, monitored, and held accountable throughout their lifecycle.

At the same time, MetaComp expanded its AgentX ecosystem, enabling regulated financial services capabilities to be accessed through AI platforms such as Claude, Claude Code, and OpenClaw starting April 21, 2026. This integration allows institutions to embed compliant financial workflows directly into AI-driven environments.

“AI agents are already operating in financial services initiating payments, making compliance decisions, managing portfolios. And yet there is no agreed standard for who those agents are, what they are permitted to do, or who is accountable when they act outside their mandate. KYA is our active contribution to establish that standard for regulated financial services. It governs agents across their full lifecycle identity, authorisation, behaviour monitoring, and how they interact with each other within a single architecture,” said Ms Tin Pei Ling, Co-President of MetaComp.

To understand the urgency, consider how AI agents differ from human users. While human access is revoked once roles change, AI agents can persist within systems indefinitely unless explicitly governed. Consequently, without proper controls, these agents may continue operating beyond their intended scope, creating risks related to accountability, security, and privacy.

Moreover, industry data highlights the scale of the challenge. Studies show that fewer than one in three organizations have adequate governance frameworks for AI agents, despite widespread adoption. In parallel, while countries like Singapore are advancing AI initiatives through bodies such as the Infocomm Media Development Authority, many organizations still lack structured oversight models.

To address these concerns, the KYA framework introduces four core pillars. First, it establishes verified agent identities linked to real-world individuals or institutions through secure registries. Second, it enforces strict permission controls, ensuring agents operate within clearly defined boundaries. Third, it enables continuous behavioral monitoring using risk intelligence to assess how actions are performed and whether they align with intended outcomes. Finally, it governs interactions between agents, extending principles similar to the Financial Action Task Force Travel Rule to ensure traceability and compliance across transactions.

In addition, the framework incorporates real-time risk scoring and comprehensive audit trails, providing full transparency for regulators and organizations. This ensures that every action taken by an AI agent is traceable, verifiable, and aligned with compliance requirements.

Importantly, KYA is built on MetaComp’s existing compliance infrastructure, which has been tested across real-world transaction flows. For example, cross-border payments often involve both traditional banking systems and blockchain networks, increasing complexity and risk. By integrating multiple analytics tools and governance layers, the framework aims to close visibility gaps and strengthen oversight.

“Today’s compliance frameworks were designed for a world where humans initiate transactions. That assumption no longer holds. Our analysis of more than 7,000 real-world transactions shows that even in hybrid fiat and blockchain environments, relying on a single screening tool can leave up to 25% of high-risk exposures undetected. In an agent-driven environment, these risks multiply, and without a defined identity layer, clear authorisation boundaries, or shared accountability standards, the control framework simply does not exist. VisionX Web2.5 closes the visibility gap. KYA establishes the governance layer. Both are essential, and both must be in place before agentic finance can scale safely,” said Ms Summer Yu, Group Chief Compliance Officer, Alpha Ladder Group.

Ultimately, MetaComp’s KYA framework represents a significant step toward standardizing governance for AI-driven financial systems. By addressing identity, accountability, and lifecycle management, the initiative aims to provide a foundation for safer and more scalable adoption of agentic finance worldwide.

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