As the volume and complexity of audio and video data continues to grow, AI- powered content analysis tools are poised to become an essential component of law enforcement's investigative toolbox. #4 Responsible AI Ethical considerations and bias mitigation efforts are emerging as critical concerns for law enforcement in 2024, driven by increasing awareness of the potential risks associated with AI-powered technologies. Europol highlights the importance of ensuring fairness, transparency and accountability in the use of AI systems within law enforcement to maintain public trust and ensure fairness in decision- making processes. 6 As the reliance on AI algorithms grows, concerns regarding algorithmic biases and discriminatory outcomes are becoming more pronounced. Instances of bias in AI-driven decision-making processes can lead to disparities in law enforcement actions, such as disproportionate targeting of certain demographic groups or communities. Introduction 5 Decision Intelligence Approach About NEXYTE 1 AI-Assisted Investigations 3 Audio and Video Content Analysis 4 Responsible AI 2 Large Language Models (LLMs) 4 Responsible AI 3 Audio and Video Content Analysis