Addie is loosely based on Annie Malone, herself a self-made black female millionaire, despite the show representing her as reluctant to mass sell her product, Annie had a storefront in Saint Louis and several employees long before she employed Madame CJ Walker.
Madam CJ Walker was not the first black female millionaire, her boss Annie Malone, depicted as Addie, was.