Benefits of A/B testing

The data from an A/B test to create an incentive scheme is close to optimal.

The A/B testing framework doesn't require the employer to understand in advance anything about their employees' preferences, such as a dislike for working at a faster pace. They also don't need to understand the effort that goes into being more productive. Employers only need to observe and react.