Adaapt.AI vs Onlook

What is Adaapt.AI?

Adaapt.AI is an AI DevTools platform that serves as an enterprise-grade automation engine, bridging people, platforms, and systems with AI-driven intelligence.

Who is Adaapt.AI for?

Adaapt.AI is designed for enterprises across various sectors, including healthcare for real-time patient monitoring and discharge coordination, financial services for fraud detection, and manufacturing for predictive maintenance.

What can I do with Adaapt.AI?

With Adaapt.AI, you can automate complex workflows, integrate with over 500 enterprise systems, gain real-time insights through AI analytics, and utilize predictive intelligence to manage risks and optimize operations.

How much does Adaapt.AI cost?

Adaapt.AI publishes a custom / contact-sales pricing model — get a quote on their site.

How is Adaapt.AI different from alternatives?

Adaapt.AI differentiates itself by offering a developer-friendly automation engine that combines advanced AI capabilities with extensive integration options, catering specifically to enterprise needs.

When should I use Onlook?

Use Onlook when you have designers who maintain a design system on a real React codebase and want to iterate on the actual product — not static mockups that get translated later, not a prompt-generated prototype that doesn’t respect your tokens or components. Onlook fits teams where designers, engineers, and AI need a shared surface to work on the same code.

How much does Onlook cost?

See onlook.com/pricing for current plan details and to join the waitlist.

How is Onlook different from other AI design tools?

Most AI design tools start from a prompt and generate a prototype. That’s useful for quick ideas, less useful for designers who maintain a system and care about craft. Onlook starts from the components you already have. The canvas shows your real code; designers edit the actual product instead of accepting what AI generated; engineers pull the work into the codebase when they’re ready.

Does Onlook introduce a new file format?

No. There is no proprietary file format, no second source of truth, no migration cost. Onlook reads the React components in your repo as-is. If you outgrow Onlook or stop using it, your code is already yours — nothing to export, nothing to convert.

How does Onlook fit alongside Figma?

Figma is great for early ideation, brand work, and abstract sketching. Onlook picks up where Figma ends — when the work needs to become a real product. Many teams use both; the two tools serve different stages of the design lifecycle.