Redgate properties plan a 213-bed hotel on the Bath Road.
The £5m scheme is at 447 Great West Road, which involves the demolition of the existing office building (Kershaw House) on the site. A planning application was submitted in 2008, but later withdrawn.
A new application has been submitted. Rolfe Judd are handling the planning for Redgate.