Someone at Canon forums found a fix that works for everyone:
Fix For MF Scan Utility Failures Windows 11 24H2 - Canon Community
It is the perfect solution at least for now.
It worked with my brother printers MFC-L2700DW and MFC-L2710DW.
Steps as what I did:
- Finish the installation of your printer driver full package normally (Checked on 24H2, OS Build 26100.2605 - Dec 10,2024 Windows updated PC) and it will end up with only scanner driver installation failed. (Basically it won't scan from Control Center 4 scanner app and if you want to check, open 'Brother Utilities'-->Tools-->Installation Diagnostics, it will tell you only Scanner driver installation failed).
- Go to 'Device Manager' --> Imaging devices --> Right click on 'Your printer name' --> Disable device
- Again Right click on it, but this time click on Update driver --> Browse my computer for drivers --> Let me pick from a list of available drivers on my computer --> on next window you should already have your printer name, just select and click on Next.
- On next screen you will see successfully installed a driver and click on close, Imaging device which you have just disabled will be enabled by system and then close everything, do a restart once.
- Just use Control Centre 4 as you usually used to scan something and it will work this time.