Netflix Evidence Framework · 2021 to 2026

How a title
earns your trust

I turned four legacy evidence systems into one governed framework for what a title may say, how much, and when to stay quiet, on a product a few hundred million people use.
8.3% to 24.5% coverage, capped on purpose · about $8M a year from one badge test · +11 points from the Top 10 badge
The full case study is password protected. The hero above is public.
Under NDA. The password is in my application, or on request.