What Is Refine and What Does It Do?

Updated

Refine is a platform for building enterprise-grade internal tools and B2B apps. It turns your existing REST APIs or Supabase projects into production-grade, React-based applications, using AI agents to generate code from your actual data model. It is aimed at enterprise developers and teams building internal software, and it is flexible enough for "vibe coding" while remaining precise enough for spec-driven development.

What problem it solves

Internal tools usually mean wiring a frontend to data that already exists in a backend. Refine's pitch is that you bring your own data, and the platform handles the scaffolding: it analyzes your backend, plans the app, and generates React code you can inspect, modify, download, or publish.

The site frames this as "internal software at the speed of AI," with a claimed 10x faster development compared to building the same tools by hand.

How it works

Refine describes a four-step flow:

  1. Bring your own data — Connect to your existing REST APIs or Supabase projects. If you don't have a backend yet, you can start building and publish whenever you're ready.
  2. Analyze & plan — Refine analyzes your backend to create a blueprint for its AI agents. This context is what lets the agents generate code aligned with your data model rather than guessing.
  3. Preview & modify — You develop the app in a Web IDE. You can vibe code with AI or inspect the codebase directly.
  4. Download or publish — You get pure React code with no black box, and it's yours alone. You can also publish the app wherever you want.

Key characteristics

Aspect What Refine offers
Input Existing REST APIs or Supabase projects
Output Production-grade React code you own
Development surface Web IDE with AI-assisted and manual code inspection
Approach AI agents guided by a blueprint derived from your backend
Target users Enterprise developers building internal tools and B2B apps

When it fits

Refine is a reasonable fit if you already have a backend (REST API or Supabase) and want to generate a React frontend for internal use without hand-building the whole thing. It also suits teams that want AI-generated code they can still read, modify, and take ownership of rather than a locked platform.

It is less relevant if you need a non-React stack, or if you have no backend and no intention of starting one — though the site notes you can begin building before a backend exists and publish later.

Pricing details are not covered here; the site links to a dedicated pricing page if you need current terms.