Artificial Intelligence (AI) Assisted Digital Documentation for Digital Engineering

A non-transitory physical storage medium storing instructions, the instructions executable by a processor of a digital documentation system to cause the processor to perform operations comprising:

• retrieve one or more digital engineering (DE) document templates from a DE document template library comprising DE document templates for one or more phases of a DE product lifecycle, wherein the DE document templates comprise first DE data fields;
• receive a first user input from a user, wherein the first user input comprises a model splice of a first DE model file of a DE model type, wherein the first DE model file resides in a customer environment distinct from the digital documentation system, wherein the model splice was generated by wrapping the first DE model file with an externally-accessible API associated with the DE model type, wherein the model splice provides access to limited portions of a plurality of model data of the first DE model file, and wherein the model splice provides access control to the plurality of model data based on an access permission of the user;
• select a DE document template from the one or more DE document templates based on the first user input;
• generate a first model data using a first splice function of the model splice of the first DE model file, via the externally-accessible API, based on the selected DE document template;
• train a generator machine learning (ML) model on one or more example DE document files and a platform documentation from the digital documentation system to generate a trained generator ML model, wherein the platform documentation comprises a reference guide of the externally-accessible API;
• and
• execute the trained generator ML model to generate a DE document file from the selected DE document template and the first model data.