flowRL

The main thing flowRL produces is a different version of your product's interface for each user, chosen in realtime to move a metric you care about, such as revenue. flowRL is an AI UI personalization tool that uses reinforcement learning to predict which interface variant will work best for each individual visitor, instead of settling on one version for everyone.

That approach is meant to replace much of the usual A/B testing routine.

You skip extensive data collection and analysis, because flowRL selects the best UI for each user automatically and keeps learning as results come in.

You define the target metric, and the system works toward it.

The maker claims an uplift in the target metric of up to a few multiples, though that figure comes from the vendor and your own results will depend on your product and traffic. flowRL sits in the AI UX design and productivity space, so it suits product and growth teams who want personalization tied to measurable outcomes rather than guesses about what customers prefer.

Check the website for how access works.