How to fix not compatible issue on Windows 10?

I am experiencing compatibility issues when trying to install or run certain programs on Windows 10, and I keep receiving error messages indicating that the software is not compatible with my system. I want to find effective ways to resolve these compatibility problems so that I can use the applications without errors or crashes. If there are settings, tools, or methods available within Windows 10 to fix or bypass these compatibility issues, I would appreciate detailed guidance. My goal is to ensure smooth operation of my software and improve overall system stability without needing to upgrade hardware or switch operating systems.