Improvement of tactical and special training of police officers in the context of modernization of the system

The article examines the process of improving the tactical and special training of law enforcement officers in the context of the modernization of the Russian Interior Ministry system. An in-depth analysis of key issues is carried out, such as the inconsistency of traditional methods with modern threats, resource constraints and conservative approaches to learning. Comprehensive solutions are offered, including the integration of virtual reality, artificial intelligence, and robotics, with specific examples of innovations such as shooting simulators, biometric sensors, and predictive analytics. Particular attention is paid to interdisciplinary programs, partnerships with the IT sector, and institutional changes to enhance the adaptability and effectiveness of operational activities. The article highlights the strategic role of digital transformation in shaping proactive employee thinking, ensuring excellence in combating hybrid threats and increasing public safety.