The film, previously titled "Squirrels To Nuts," will also include Jason Schwartzman, Cybil Shepherd, Eugene Levy, Kathryn Hahn and Brie Lawson. Aniston will play a therapist whose mother is in rehab for alcoholism.
The project, which features a screenplay by Bogdanovich and Louise Stratten, is set to begin principal photography in June in New York City.
Wes Anderson and Noah Baumbach will produce the project.