Hello Sherwin,
Project budgets and ledger Budgets that you can find in the budgeting module are in general only company specific.
That's a current limitation.
If you need that cross-company, I would suggest that you post an idea on the dynamics ideas portal.
When doing that, please let me know because I will vote for that :-)
Many thanks and best regards,
Ludwig