When the new tab is selected I want it to go to a specific web page. This feature needs to be customizable.
Welcome to Brave community!
You probably already know Brave is based on chromium, and has the ability to use Chrome extensions as well.
A quick search revealed this:
Change New Tab
Exactly what I need.