AI model risk management
AI model risk management in financial and capital markets is no longer a forward-looking compliance question. The U.S. Office of the Comptroller of the Currency and the Federal Reserve Board have both extended their SR 11-7 model risk management guidance to cover machine learning and generative AI systems, while the U.S. Securities and Exchange Commission has signaled scrutiny of algorithmic trading and robo-advisory models under existing examination priorities. Compliance teams at broker-dealers, asset managers, and bank holding companies are currently mapping their AI model inventories against validation and governance requirements before their next supervisory cycle.
Watch
- SR 11-7 applicability to generative AI: where regulators are drawing the line
- SEC exam staff flagging AI-driven suitability determinations in broker-dealer reviews
- EU Artificial Intelligence Act high-risk classification for credit scoring models, effective 2026
- Third-party AI vendor contracts: OCC expectations on model ownership and validation accountability
- Hong Kong Monetary Authority's model risk circular and its reach for APAC-licensed entities
Recent material activity in Financial & Capital Markets
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SEC seeks public comment on extending Rule 13f-2 short position reporting collection under institutional investment manager regime
The SEC published a proposed collection extension notice on July 27, 2026 for the information collection requirements under Rule 13f-2, which governs short position and short activity reporting by institutional investmen…
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RBI extends supervisory directions over Sonpeth Nagari Sahakari Bank Maryadit by three months to October 30, 2026
The Reserve Bank of India has extended its binding supervisory directions over Sonpeth Nagari Sahakari Bank Maryadit, Sonpeth, Maharashtra. The extension runs from July 30, 2026 to October 30, 2026, subject to review, wi…
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RBI extends supervisory directions over Irinjalakuda Town Co-operative Bank by three months to October 30, 2026
The Reserve Bank of India extended its supervisory directions over The Irinjalakuda Town Co-operative Bank Ltd., Kerala on July 24, 2026. The extension runs three months, from close of business on July 30, 2026 to close …
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SEBI issues final quasi-judicial order against front-running of Axis Mutual Fund trades
SEBI's Enforcement Division issued a final order on July 24, 2026 concluding proceedings against parties who front-ran trades of Axis Mutual Fund. The order resolves a named enforcement action and establishes a concluded…
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SEBI issues ex parte interim order against Stark Investments and associates for unregistered investment advisory and portfolio management operations
SEBI issued an ex parte interim order on July 24, 2026 against Stark Investments and associated persons for conducting unregistered investment advisory and portfolio management services. The order reflects SEBI's sustain…
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SEBI issues quasi-judicial enforcement order against Nalwa Sons Investments Limited
SEBI's Enforcement Division issued a quasi-judicial order on July 24, 2026 against Nalwa Sons Investments Limited. The specific findings, charges, and remedial directions are not disclosed in the available source text.
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SEBI issues quasi-judicial enforcement order against Hexa Tradex Limited
SEBI's Enforcement Division issued a quasi-judicial order against Hexa Tradex Limited on July 24, 2026. The order originates from SEBI's enforcement directorate, confirming a formal adjudicatory proceeding against the na…
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SEBI issues final order against Madhav Stock Vision and associates for front-running violations
On July 24, 2026, SEBI's Chairperson or a Member issued a final order against Madhav Stock Vision Pvt. Ltd. and associated parties for front-running conduct. The order concludes an enforcement proceeding and carries bind…
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SFC issues binding circular restructuring compliance baseline for listed structured funds in Hong Kong
On July 24, 2026, the Securities and Futures Commission issued a circular setting out conduct, disclosure, and structural requirements for listed structured funds operating in Hong Kong.
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SFC reprimands and fines Victory Securities $1.7 million for AML and supervision failures, suspends responsible officer
On July 24, 2026, the Securities and Futures Commission reprimanded Victory Securities Company Limited and imposed a HK$1.7 million fine for regulatory breaches. The action also suspends a responsible officer, reflecting…
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