Maintaining industrial equipment

A system comprising:

• one or more computers;
• and a data store coupled to the one or more computers having instructions stored thereon which, when executed by the one or more computers, causes the one or more computers to perform operations comprising:
• obtaining, from one or more network edge devices, operational data indicating real-time operating conditions of one or more operational assets;
• identifying, based on an analysis of the operational data, an improvement to an operational asset of the one or more operational assets;
• obtaining asset data associated with the operational asset, the asset data including information about the operational asset that is required for performing the improvement;
• obtaining information related to conducting the improvement;
• automatically generating, from the information related to conducting the improvement and based on the operational data, a set of options for conducting the improvement by evaluating the information related to conducting the improvement against the operational data;
• providing, for display on a computing device, the set of options for conducting the improvement;
• in response to receiving a user input indicating a selected option of the set of options, automatically initiating the improvement by sending the asset data and data indicating the selected option to a vendor to conduct the improvement.

A system comprising:

• a network edge device configured to monitor operation of an operational asset and transmit real-time operational data associated with operations of the operational asset;
• and
• a backend network comprising one or more computers configured to perform operations comprising:
• receiving the operational data from the network edge device;
• identifying, based on an analysis of the operational data, an improvement to an operational asset of the one or more operational assets;
• obtaining asset data associated with the operational asset, the asset data including information about the operational asset that is required for performing the improvement;
• obtaining information related to conducting the improvement;
• automatically generating, from the information related to conducting the improvement and based on the operational data, a set of options for conducting the improvement, by evaluating the information related to conducting the improvement against the operational data;
• providing, for display on a computing device, the set of options for conducting the improvement;
• in response to receiving a user input indicating a selected option of the set of options, automatically initiating the improvement by sending the asset data and data indicating the selected option to a vendor to conduct the improvement.