Can AI Build a Native Mobile App? What's Real Today

Can AI build a native mobile app?

Yes — AI tools can now generate and compile real native mobile apps, but reliability depends on the feature. Common patterns like lists, forms and accounts work well; security-sensitive features like authentication and payments are harder and need the most verification. The key check is whether you get a compiled binary you can install, not just a browser preview.

What's the difference between a native app and a preview?

A preview runs your app inside a browser tab or a wrapper such as Expo Go, so it looks like an app but isn't an installable release. A native build is a compiled file — an .apk or .aab on Android, an .ipa on iOS — that you can install on a phone and submit to a store.

Where does AI still struggle?

Authentication, payments and other security-sensitive code are the weak spot. In our own testing, simple apps built reliably, while a login and password-hashing prompt used its entire turn budget without finishing and cost $1.38, the most expensive attempt in that round.

Tools cope in two ways: by giving the AI vetted reference implementations for those features instead of letting it write them from scratch, and by running real tests before a build is called done. The full numbers are in our engineering write-up on building an AI coding agent.

What should you check before trusting a tool?

• Do you get a compiled, installable binary, or only a browser or Expo preview?
• Was the app actually run and tested, or just generated?
• Do the screenshots come from the running app? Store guidelines prohibit fabricated listing images.
• Can you get the source code out if you outgrow the tool?
• Does it help with store submission, or leave that to you?

Where Burgndy.ai fits

Burgndy.ai turns a one-sentence description into a compiled Android app (and an iOS build), tests it on an emulator and Simulator, and supports submission through the store pipelines. It just launched, so treat the numbers on this site as early evidence, not a long track record.