# NativeX — On-Device AI Lab — LLM Ops for Apple Intelligence

> LLM Ops for Apple Intelligence (iPhone/iPad app by WONJAE LEE.)

- Source: https://appshunter.io/ios/app/nativex-on-device-ai-lab/id6788332112 (this page in markdown: same URL + `.md`)
- Developer: [WONJAE LEE](https://appshunter.io/developer/6775711138)
- Category: Developer Tools, Education
- Price: Free
- Age rating: 4+
- Requires: iOS 26.0 · 68 MB
- Languages: American English
- Released: 2026-07-13
- Data updated: 2026-08-20
- User reviews in markdown: https://appshunter.io/ios/app/nativex-on-device-ai-lab/id6788332112/reviews.md

## What is NativeX?

NativeX is a visual playground for Apple's on-device intelligence — build prompt pipelines as a graph of cards, wire them together with variables, and run them right on your iPhone. Built for iOS engineers, prompt engineers, and the AI-curious: if you want to know
what Apple's on-device model can actually do, this is the fastest way to find out.

FREE AND PRIVATE
Every run executes on the Apple foundation model that ships with your device. No account, no API key, no server: prompts, photos, and recordings never leave your iPhone, and inference costs nothing.

LEARN THE REAL API
Every card mirrors one Apple framework call and names the exact Swift symbol — LanguageModelSession, NLTokenizer, RecognizeTextRequest, SpeechTranscriber, etc. Configure it in the inspector, run it, read the output. What you learn transfers line-for-line to Xcode.

BUILD PROMPT PIPELINES
• Prompt groups assemble instructions, few-shot examples, history, and the curreturn into a single transcript
• Guided generation: constrain output to JSON with registered schemas, or design your own schema on the fly — no rebuild
• 17 native ops: tokenize, detect language, named entities, sentiment, OCR a photo, read a barcode, transcribe speech, speak text aloud, regex, JSON extraction, and more. Wait for more!
• Human-in-the-loop pauses: type or dictate an answer mid-run

EVALUATE LIKE A PRO — LLM OPS, ON-DEVICE
NativeX brings the modern LLM-ops workflow — observability, datasets, evaluations — to the model in your pocket:
• Run History logs every execution as a step-level trace — assembled prompt, output, timing, token estimates
• Datasets batch-run a graph over a table of records, sequential or parallel
• LLM-as-judge scoring runs on-device too
• Re-run, reproduce, and compare past runs

REQUIREMENTS
NativeX runs the Apple Intelligence on-device model. That requires an iPhone 15 Pro or newer (A17 Pro chip or later) on iOS 26 or later, with Apple Intelligence enabled in Settings.


## Version history (last 1 release)

### 1.0.0 — 2026-07-14

No release notes.

## More apps by WONJAE LEE

- [VibeBooth - Photo Booth](https://appshunter.io/ios/app/vibebooth-photo-booth/id6775711136)

All apps by WONJAE LEE: https://appshunter.io/developer/6775711138

## Related topics

[leetaicoder](https://appshunter.io/ios/topics/leetaicoder)

---

*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-20.*