If inheritance tax is payable on an estate then the timelines given by the relevant authorities are 4 weeks with HMRC followed by 12 weeks with the Probate Registry.
If there is a Will and no tax to be paid then Probate can be granted in as little as 4 weeks.
If there is no Will, even if there is no tax to be paid, the process could take longer.