Aspects of the disclosure relate to data orchestration platform management in a network communication environment including a set of information sources. A set of raw data may be ingested using the set of information sources. A set of interpreted data that indicates a set of attributes of the network communication environment may be generated using a data interpretation dictionary configured to analyze the set of raw data. An artificial intelligence (AI) logic unit to perform processing with respect to the set of interpreted data may be determined using a data orchestration platform management engine to analyze the set of attributes of the network communication environment. The set of interpreted data may be processed using the AI logic unit.