System architecture for secure and rapid development, deployment and management of analytics and software systems

A method for creating a prediction regarding operations of an installed product comprising:

• providing the installed product;
• receiving one or more component models of an analytic model for the installed product, wherein the analytic model makes predictions of the installed product;
• defining an AP wrapper associated with the component model, the definition including information about one or more inputs to the component and one or more outputs of the component model;
• generating one or more self-aware components from the component model and the API wrapper including a complete filesystem;
• using one or more of the self-aware components executing the analytical model the same way regardless of an execution environment and creates the prediction regarding the installed product in the execution environment;
• and
• modifying a condition of one or more physical elements of the installed product based on an output signal from the analytic model.

A system for creating a prediction regarding operations of an installed product comprising:

• one or more of the installed products;
• a computer processor to:
• receive a component model of an analytic model for the installed product, wherein the analytic model makes predictions of the installed product;
• receive an application programming interface (API) wrapper associated with each of the one or more component models, the API wrapper including information about one or more inputs to the component model and one or more outputs of the component model, wherein the component model and the API wrapper including a complete filesystem form a self-aware component;
• the analytical model, using one or more of the self-aware components, executes the same way regardless of an execution environment and creates the prediction regarding the installed product in the execution environment:
• at least one communication channel for supplying one or more inputs to the component model;
• a memory in communication with the computer processor, the memory storing the component and additional program instructions;
• and
• wherein the communication channel supplies output from the analytic model to the installed product to modify a condition of one or more physical elements of the installed product.