PetroStreet

How good is the idea of generating AI based written scheme of inspections for all pressure equipment at site just to ensure that nothing is missed by a beginner or a professional inspector on duty? Provided complete details are provided with existing reference of established written schemes.

That is a good idea to use AI on enhancing existing written scheme of inspection however, care has to be taken on the content which is created.
Inspection written schemes are required to be based upon inspection plans normally created from RBI, and each new inspection depends upon what was picked during the previous inspection. Variables including any change in process parameters, recent changes made also contribute. Written scheme gets to be a running documents which requires as update each time an inspection is performed even without changes, but a review is required.
How & which AI would appropriately do this considering all variables in the process should be taken up as a mini project to verify first through the established algorithms.

If you are starting to do a bulk work of generating written schemes then I would be with you to do that using AI and the kind of formatting and other possibilities, that would be a very good choice to save a lot of time. However, considering the update on existing ones, limit the use of AI. Make sure all of the involved parties agree to that especially your Plan Generator, RBI Engineer.