Sebi is extensively deploying artificial intelligence tools for market surveillance. These advanced capabilities are generating actionable alerts for regulators. Patterns from these alerts suggest front-running is occurring within the PMS industry. The regulator is adopting a supportive approach for compliance and resolution. This initiative aims to foster greater awareness and deter negative investor perceptions.