Artificial intelligence (AI) has undergone a remarkable transformation in recent years. From its early days in simple rule-based systems, AI has evolved into a set of sophisticated technologies that are capable of learning and adapting. Today, AI is an integral part of many industries, including law enforcement, where it plays a pivotal role in enhancing effi ciency and effectiveness.

Modern law enforcement faces a unique set of challenges. Agencies are inundated with digital evidence and data from a multitude of sources, and the sheer volume of this information can be overwhelming, making it diffi cult to identify critical patterns and trends.

As threats and incidents rapidly evolve, law enforcement must not only keep pace with but also anticipate and counteract new challenges. And they must do this with a signifi cant reduction in staff, making it diffi cult to keep up with increasing workload requirements.