The construction of cognitive semantics for AI models has already confirmed its effectiveness in real practice: the design and application of decision support systems, elaborating of development strategies for sectors of the economy and manufactures. Creating the AI’s cognitive semantics significantly accelerates the group decision-making, cleaning big data, assessing and reducing manufacture’s strategic risks, etc. The special convergent structuring of information helps to achieve this acceleration.