In today’s rapidly evolving threat landscape, organizations face increasingly sophisticated cyber-attacks that can bypass traditional security controls. The integration of artificial intelligence and machine learning technologies has transformed how security teams respond to incidents and proactively hunt for threats. This chapter examines the frameworks, methodologies, and technologies that facilitate effective incident response and threat hunting in contemporary environments.