Ensure you are running the vs_setup.exe inside the layout folder and that the layout was completed successfully.
Microsoft does not provide a single, massive ISO file for Visual Studio 2019. Instead, you use a small bootstrapper file to download the exact components you need.
Keeping a high-quality ISO on a network drive ensures that if a developer’s machine crashes, they can rebuild their exact environment without waiting for gigabytes to download again.