Hi
I got response from internal team. Hope this helps.
With the new portal experience this can be done as part of the M365 suite settings for themes and company logos. An admin should have the option to change those through the settings menu. Details are mentioned in the link here: Customize the theme for your organization - Microsoft 365 admin | Microsoft Learn
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