Those new Large Language Models (LLM) are truly a wonder to behold and perfect for Aramco imo. First, they can summarize large, complex documents into an easy-to-understand paragraph that incorporates diagrams from candy crash and skibidi toilet. Even better, they can do so with absolutely no understanding of what has been actually described. They just look for patterns in their training data and regurgitate. They will also cheerfully answer even the most absurd questions with generic platitudes that sound great in presentations to those that don't know any better (senior management). Finally, if they don't actually know an answer, they will simply make one up. This is called hallucinating, and it is a time honored tradition in Riyadh.
So fear not, Aramco is hard at work on developing its own AI capabilities to replace those pesky Expats. The company started out by fine tuning open source models from hugging face, but soon enough Aramco will have its very own AI flunky. I hear they are training it right now on tribal politics, no bid contracts and wasta. Oh, and of course they are going to include Aramco's internal data to get that garbage-in-garbage-out self delusion that the company prides itself on.
As a former Expat who got disgusted with Aramco's blatant disregard for the truth, I wish them the best of luck, as no Human Being should be subjected to this nonsense. In fact, I even have a new mantra for their LLM. ARAMCO METABRAIN - "may the farce be with you!"