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Explore how Instacart leverages AI to implement just-in-time (JIT) access for critical systems in this demo-driven technical talk from BSidesLV. Discover the challenges of balancing employee access needs with auditor requirements for control and oversight. Learn about the development of an LLM-powered AI bot that automates JIT access workflows, satisfying both parties' priorities. Gain insights into utilizing LLMs for enhancing internal security tooling, including best practices, potential pitfalls, and successful strategies. Understand how AI bots can increase organizational efficiency and explore potential LLM-powered use cases for security teams beyond access controls. This 29-minute presentation aims to provide actionable tactics for developing AI-driven security solutions and inspire innovative applications of AI in organizational security.