SEBI plans AI guidelines and a new closing auction framework
India’s securities regulator, SEBI, says it will shortly issue guidelines for responsible use of artificial intelligence and machine learning in capital markets. Separately, SEBI Chairman Tuhin Kanta Pandey said the regulator expects to issue Closing Auction Session guidelines within about a week.

Key takeaways · 4
- 01
SEBI says its responsible-use guidelines for AI and machine learning in capital markets are coming shortly.
- 02
The proposed AI framework includes data controls, tiered oversight, kill switches and human accountability.
- 03
SEBI expects to issue CAS guidelines within about a week, with expiry-day derivatives settlement prices in focus.
- 04
The CAS is a separate 20-minute session, scheduled from 3:15 p.m. to 3:35 p.m. on trading days.
Two separate regulatory timelines
SEBI has signalled two pieces of work for capital markets: responsible-use guidelines for AI and machine learning, and guidance for the Closing Auction Session.[1][2] The AI guidelines are expected shortly, while the CAS guidelines are expected within about a week.[1][2] Pandey announced the CAS timeline on Saturday at the second Capital Market Confluence 2026 in Mumbai, organised by the Bombay Stock Exchange Brokers’ Forum.[2] He also said SEBI was examining comments on a consultation paper related to the CAS framework.[2] For firms tracking regulatory change, the two timelines should be treated separately.
Proposed controls for AI use
The proposed AI and machine-learning guidelines include tiered oversight, data controls, kill switches and human accountability.[2] SEBI’s proposal is aligned with the IOSCO Supervisory Toolkit.[2] Compliance and technology teams can use the announced components to identify questions for internal review, while waiting for the issued guidelines to clarify the requirements.
How the closing auction fits
SEBI’s circular describes CAS as being introduced in the equity cash segment, initially for cash-segment stocks that have derivative contracts.[3] It sets out a separate 20-minute session from 3:15 p.m. to 3:35 p.m. on trading days.[3] Before CAS, the closing price of equity cash stocks was based on the volume-weighted average price of trades during the last 30 minutes of continuous trading.[3] SEBI says a fair and transparent closing price matters particularly because it is used as the reference for derivatives settlement.[3] The forthcoming guidance is intended to address expiry-day settlement-price concerns.[2]
Capital-markets teams may need to assess two different areas of regulatory change: controls around AI use and the way closing prices are established for relevant stocks. The announced timelines give professionals a reason to separate near-term CAS monitoring from preparation for the forthcoming AI guidance.
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11 October 2026
SEBI plans AI guidelines and a new closing auction framework
Sources
- SEBI to issue AI, machine learning guidelines shortly; eyes expiry-day settlement rules within a week : Tuhin Kanta Pandey - The Tribunetribuneindia.com
- SEBI To Issue CAS Guidelines Within A Week, Introduce Tiered Framework For AI, Machine Learningndtvprofit.com
- Exchanges is determined on the basis of the Volume Weighted Average Price (VWAP) of trades executed during the last thirty minutes of the Continuous Tradingsebi.gov.in