Satellite data selection and workflow integration

A computer program product comprising one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable by a processor to cause the processor to perform operations comprising:

• collecting context data from an environment;
• identifying, by analyzing the context data through a first neural network trained to relate contextual data to a scenario, a first contextual scenario based on the context data collected from the environment;
• identifying, by comparing the contextual scenario to a contextual scenario mapping defining at least one contextual scenario according to at least one relevant data source, a plurality of relevant data sources based on the contextual scenario;
• initiating a data transmission between the plurality of data relevant data sources and a virtual simulation environment to transmit data between the plurality of relevant data sources and the virtual simulation environment;
• simulating a first activity using a first combination of data sources of the plurality of relevant data source by transmitting data of the first combination of data sources to the virtual environment to cause the virtual environment to produce a first simulation result;
• simulating the first activity using a second combination of data sources of the plurality of relevant data source by transmitting data of the second combination of data sources to the virtual environment to cause the virtual environment to produce a first simulation result;
• correlating combinations of data sources to simulation results through a comparative computation between the first simulation result and the second simulation result to compute an optimal combination of data sources based on results of the comparative computation;
• initiating a data transmission between the optimal combination of data sources and a first component of an intelligent workflow corresponding to first activity;
• and
• performing a responsive action by the first component of the intelligent workflow in response to receiving data transmitted from the optimal combination of data sources.

A computer system comprising a processor and one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions executable by the processor to cause the processor to perform operations comprising:

• collecting context data from an environment;
• identifying, by analyzing the context data through a first neural network trained to relate contextual data to a scenario, a first contextual scenario based on the context data collected from the environment;
• identifying, by comparing the contextual scenario to a contextual scenario mapping defining at least one contextual scenario according to at least one relevant data source, a plurality of relevant data sources based on the contextual scenario;
• initiating a data transmission between the plurality of data relevant data sources and a virtual simulation environment to transmit data between the plurality of relevant data sources and the virtual simulation environment;
• simulating a first activity using a first combination of data sources of the plurality of relevant data source by transmitting data of the first combination of data sources to the virtual environment to cause the virtual environment to produce a first simulation result;
• simulating the first activity using a second combination of data sources of the plurality of relevant data source by transmitting data of the second combination of data sources to the virtual environment to cause the virtual environment to produce a first simulation result;
• correlating combinations of data sources to simulation results through a comparative computation between the first simulation result and the second simulation result to compute an optimal combination of data sources based on results of the comparative computation;
• initiating a data transmission between the optimal combination of data sources and a first component of an intelligent workflow corresponding to first activity;
• and
• performing a responsive action by the first component of the intelligent workflow in response to receiving data transmitted from the optimal combination of data sources.