The philosophy behind the development was "to create a small boutique retirement village that is privately owned and operated with a commitment to personalised quality care".
The combined 9923sq m site for the proposed village, which backs onto Taradale Intermediate School, would bring together six properties.
The facility would include 33 on-site car parks, a community centre, a communal open space area and possibly a bowling green.
Council planning staff have recommended consents for the development be granted, subject to a number of conditions.
A decision will be made by a council hearings committee which will meet on Friday to consider the application.
The committee comprises councillors Tony Jeffery, Mark Herbert and Kirsten Wise.
Three neighbouring property owners have raised concerns about the development - including the impact of the two-story rest home building and increased traffic on King St.
Taradale High School and Taradale Intermediate Schools told the council they did not oppose the development but wanted to ensure normal school activities would be able to continue if it went ahead.