Riff (formerly Databutton) review

What is Riff?

Riff is the current product direction of Databutton. Its official site focuses on industrial operations agents, ERP connections, editable React and FastAPI interfaces, and governed deployment. That is a different buying decision from a beginner choosing a self-service app builder.

What’s changed in 2026

The current destination is riff.ai, and industrial operations now define the proposition. Databutton became Riff in 2025; the exact timing of its later shift toward industrial operations remains unclear. The change in focus does not mean the service has shut down.

What it’s like to use

The earlier Databutton workflow made planning and stepwise execution approachable, and some nontechnical builders completed useful business tools. If you used Databutton before, do not assume Riff offers the same self-service workflow today.

Where it falls short

Riff is a poor fit for a casual builder seeking an immediate, independent start. The buying journey centers on a sales conversation and assisted implementation. Older complaints about repeated repairs relate to Databutton and may not reflect today’s Riff experience.

Pricing and credits in practice

Contact Riff sales for current prices and free-access eligibility; old Databutton subscription amounts are not a guide to today’s offer. The score reflects the earlier product, so use current commercial terms when weighing Riff against alternatives.

Who should use it (and who shouldn’t)

Industrial teams evaluating operational agents may find the current proposition relevant. For a small web app, start with Lovable or Base44, which are closer to the original self-service use case.

Bottom line

If you knew Databutton as a self-service app builder, Riff now serves a different audience. Riff is no longer included in our beginner app-builder recommendations because its audience and buying process have changed.