Have you checked server installed machine time zone. it may be wrong and you need to fix with uk time zone and configure in tableau server
Thanks for the prompt response.
It feels like it is a server related issue. The server is in US and in use both here and there. This has not been an issue before.
I have asked our guys to take a look at this and will update on progress.