Challenges of Deploying AI in a Heavily Regulated Environment
In this session we will explore the complex landscape of integrating AI technologies within the banking sector, an area characterized by stringent regulations and high stakes for security and compliance. Our discussion will explore putting AI models into production, highlighting the necessity of establishing robust guardrails to prevent misuse by users and ensure models operate within regulatory boundaries. We will delve into the practical challenges of navigating this process, from securing sensitive financial data to adhering to evolving regulatory standards, and propose strategies for effectively managing these hurdles to leverage AI's transformative potential in banking. This session aims to equip attendees with insights and tools to navigate the intricate process of deploying AI in a regulated environment, ensuring that innovation does not come at the expense of security or compliance.
About the speakers
In this session we will explore the complex landscape of integrating AI technologies within the banking sector, an area characterized by stringent regulations and high stakes for security and compliance. Our discussion will explore putting AI models into production, highlighting the necessity of establishing robust guardrails to prevent misuse by users and ensure models operate within regulatory boundaries. We will delve into the practical challenges of navigating this process, from securing sensitive financial data to adhering to evolving regulatory standards, and propose strategies for effectively managing these hurdles to leverage AI's transformative potential in banking. This session aims to equip attendees with insights and tools to navigate the intricate process of deploying AI in a regulated environment, ensuring that innovation does not come at the expense of security or compliance.