Modern development of any industry is impossible without introduction and application of innovations and innovative technological solutions, since the level of activation of the latter determines the overall level of competitiveness. Innovative behavior is the prerequisite for the implementation of various market strategies by business entities aimed at achieving advantages due to the compulsory anticipation of competitors in the subject, technological, organizational and / or management areas and achieved through the implementation of creative entrepreneurial decisions. Enterprises with an innovative type of behavior implement a whole range of scientific, technical, technological, organizational, financial and commercial activities, which together lead to the emergence of various types of innovations. The implementation of digital technologies is multidimensional. One of the priorities is network planning, which is a set of graphical and computational methods, organizational measures and control techniques that provide modeling, analysis, and dynamic restructuring of the plan for the implementation of work packages and developments. Network graphics allow creating a project that has visibility, the ability to identify technological links between operations, graphical representation of critical paths, the definition of overall deadlines for the work and their optimization. The article examines the use of the network planning and management system in the agro-industrial complex as one of the ways to visualize innovative processes, describes modern software products designed to solve project management tasks, develops a system of project objectives for introducing innovative type of competitive behavior in an agro-industrial complex (AIC). (C) 2019 Published by Future Academy www.FutureAcademy.org.UK