These are made by a German company called Mime et moi. Its website says:
The heels can be exchanged in height, shape and color, and can be easily stored in any handbag. Depending on your mood, the look, comfort and style can be changed.
They aren’t available in the United States yet, but the company says it hopes to start shipping in 2017.