Swiss regulator FINMA deploys AI to police crypto markets as cybersecurity threats intensify

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Swiss financial regulator FINMA is building generative AI tools to supervise crypto markets and counter escalating cybersecurity threats. The regulator hosted a hackathon with 100 specialists to develop AI-driven tools for monitoring digital assets, detecting insider trading, and flagging anomalies in real-time. FINMA president Marlene Amstad emphasized the urgent need for banks and watchdogs to patch vulnerabilities faster as AI accelerates hacker capabilities.

FINMA Accelerates AI Adoption to Counter Rising Cyber Threats

The Swiss financial regulator FINMA is deploying advanced AI in financial regulation to address cybersecurity threats that have intensified with the rise of artificial intelligence. Marlene Amstad, president of FINMA and chair of an international forum on supervisory technology, told Reuters that banks and watchdogs must rapidly adopt new technology as hackers leverage AI to move faster than ever before. "As hackers move faster, banks must adapt by patching vulnerabilities more rapidly," Amstad said

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. The urgency stems from AI models that detect software vulnerabilities, which have revealed surging cyberattack and national security risks across financial institutions.

Source: ET

Source: ET

Building Generative AI Tools for Modern Financial Supervision

FINMA is developing multiple generative AI tools designed to transform how regulators monitor markets and protect investors. The regulator has created a dual-layer AI system for document analysis: one generative AI tool scans documents that supervisors must review before on-site inspections and flags anomalies worth investigating. A second AI tool then verifies these suggestions to ensure they are not AI hallucinations before passing them to human supervisors

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. This approach addresses operational risks while maintaining accuracy in regulatory oversight. FINMA is also building AI-powered tools that identify suspicious trading patterns and determine whether they indicate insider trading, marking a shift in how market abuse investigations are conducted.

Hackathon Brings 100 Specialists Together for Crypto Market Supervision

Around 100 policy and technology specialists gathered this week for a hackathon aimed at jointly building AI-driven tools for crypto-market supervision, Amstad revealed

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. FINMA helped establish a forum within IOSCO, the International Organization of Securities Commissions, to promote adoption of AI by watchdogs covering approximately 95% of global financial markets. The collaborative effort reflects how regulators are increasingly seeking to integrate SupTech into core supervisory functions. Regulators are exploring the possibility of embedding safeguards directly into digital assets systems, representing a proactive approach to oversight that could reshape how cryptocurrency markets operate.

Source: PYMNTS

Source: PYMNTS

Real-Time Dashboard Monitors Concentration Risks in Digital Assets

FINMA has developed a sophisticated dashboard for real-time crypto monitoring that combines quarterly reporting data with daily market prices. This tool identifies concentration risks where too much exposure rests on a single institution, as well as operational risks associated with tokens on a single blockchain

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. The dashboard represents a practical application of SupTech that moves beyond theoretical promises. In a speech at the Point Zero Forum in Zurich, Amstad noted that an IOSCO report showed "AI can transform the very way we process data, derive insights and reach decisions. That goes to the heart of how we do our work." The report, titled "SupTech: Mapping the Use of Technology in Financial Supervision," found that authorities are using technology for consumer and investor protection, capital markets supervision, and new domains such as digital assets.

Switzerland Seeks Access to Advanced AI Models Amid Export Restrictions

Experience with models such as Anthropic's Mythos has exposed vulnerabilities and revealed AI-related operational risks, Amstad said

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. The U.S. government ordered Anthropic to suspend exports of its latest Mythos and Fable AI models citing national security concerns, while Chinese cybersecurity firm 360 Security Technology announced it developed a domestic alternative. "Switzerland must retain access to the most advanced AI models," Amstad emphasized, adding that AI will be instrumental to harden systems before deployment. This statement highlights tension between national security measures and the need for financial regulators to access cutting-edge technology. For FINMA and other watchdogs, vulnerability patching speed has become critical as the gap between threat detection and response narrows. The regulator's push signals that AI-powered supervision is no longer experimental but essential infrastructure for maintaining stability in increasingly complex financial markets.

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