By using an AI-based system, PeekMed speeds and automatizes several time-consuming and cumbersome steps by performing automatic bone segmentation, automatic landmark detection, and the automatic planning of the procedure, using the best surgical practices and quick selection of the correction and implants needed. Furthermore, PeekMed allows the surgeon to edit the planning and to simulate different outcomes of the procedure. PeekMed can be used to mitigate three of the current major problems of the orthopedic surgery market: robotics scalability, waste of orthopedic implants (write-offs) and high sterilization costs. PeekMed can automatically perform the pre-operative planning in a matter of seconds, including the accurate prediction of the size and type of implant and tools to be used in surgery, which minimizes the quantity of implants needed to be consigned in each hospital and the number of tools sterilized for the procedure.