Imperavi vs Wattfare

A developer-controlled UI and integration layer for adding AI suggestions, reviews, reports, and writing tools to Redactor. Use your own backend, prompts, and model.

Users connect, set a spending cap, and you call any model through one SDK, charged to them, not you.

About Imperavi

A developer-controlled UI and integration layer for adding AI suggestions, reviews, reports, and writing tools to Redactor. Use your own backend, prompts, and model. AI Assistant for Redactor, Build AI Writing Workflows Buy now →. Redactor sends the selected blocks or the full document as structured context. Redactor does not require a specific AI provider and does not add per-token billing. The editor sends an action ID and document context. Each action can use selected blocks or the full document, send additional context to your backend, and present the result as a review, an applied change, or a report.

About Wattfare

Users connect, set a spending cap, and you call any model through one SDK, charged to them, not you. OpenAI-compatible Works with the Vercel AI SDK ~5-min integration. One button connects a user's inference budget to your app, metered, capped, and revocable. The problem AI costs are the one line item you can't predict. Every AI app makes the same uncomfortable bet: price high enough to survive your power users, ration usage so nobody hurts you, or quietly lose money on the heavy ones.