The current program in limited beta test is called "TSA PreCheck Touchless".

So you need to be in TSA PreCheck, and you gave them your photo and fingerprints when you voluntarily enrolled in that program. They are probably using your passport biometrics if those are available as well.

https://www.tsa.gov/biometrics-technology/evaluating-facial-...