Abstract. The paper analyzes implementation of the Intelligence-Led Policing into the National Police of Ukraine. The architecture of analytical system is proposed based on the analysis of state-of-the-art in the National Police of Ukraine. The mathematical apparatus is considered for the future components of the analytical system. Successful implementation and application of new methods of criminal analysis will allow expanding it to the entire system of the National Police of Ukraine in the future and to actively use analytical methods and technologies that provide efficient investigation of criminal offenses.

Keywords: information and analytical work, criminal analysis, Intelligence-Led Policing, automation systems, computational linguistics, conditional random fields, deep learning.