Coming soon · Native iOS SDK first

The adaptive intelligence layer for mobile apps and games.

AIXR Labs is building a native SDK that helps applications understand user behavior, personalize experiences, diagnose journeys, and generate adaptive gameplay using on-device and cloud AI.

Join the waitlist Explore the vision 
AIXR.start()

AIXR.observe(.ui)
AIXR.observe(.gameplay)
AIXR.observe(.diagnostics)

let insights = await AIXR.analyze()
let actions = insights.recommendations

// Host app stays in control.
app.apply(actions)
AIXR iOS SDK

Beyond traditional analytics.

Traditional analytics tell teams what happened. AIXR is designed to help apps understand what is happening, why it matters, and what experience should adapt next.

Behavior Observer

Capture UI actions, navigation, gestures, sessions, and custom events.

Memory Engine

Store compact journey graphs instead of heavy raw event streams.

AI Runtime

Support on-device AI, private cloud AI, or local network LLM integration.

Recommendation Layer

Return safe, explainable recommendations while the host app remains in control.

For games

Adaptive gameplay, infinite levels.

AIXR will help games understand player maturity, skill, frustration, retries, movement patterns, and progression to support smarter difficulty and dynamic content generation.

Skill Detection

Classify beginners, intermediate players, advanced users, and experts from real gameplay behavior.

Dynamic Maps

Generate map parameters, enemy placement, puzzle complexity, and level variation from player context.

Personalized Difficulty

Make gameplay harder, easier, or more exploratory based on each player’s journey.

For mobile apps

Personalized UX without rebuilding the app.

For telecom, banking, ecommerce, productivity, and enterprise apps, AIXR will observe real user interaction and recommend better ordering, shortcuts, forms, and flows.

  • Reorder dashboard modules based on usage.
  • Detect common operations and suggest shortcuts.
  • Improve dynamic forms and feature discovery.
  • Identify confusing journeys and drop-off patterns.
Recommended: Move Recharge to top
User intent: Pay bill
Friction detected: Support flow
Shortcut suggested: Data package
Showcase

Sample apps powered by AIXR.

Reference implementations demonstrating adaptive gameplay, telecom personalization, and ecommerce UX optimization using the AIXR SDK.

Dangerous Dave
Dangerous Dave — macOS

Port of the classic platformer to macOS using the AIXR SDK. Demonstrates adaptive difficulty, skill detection, and dynamic level parameter generation from real-time player behavior.

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Telecom Self-Service

iOS sample app showing AIXR-powered UI reordering, shortcut recommendations, and friction detection for telecom customer portals — recharges, bills, data packs, and support flows.

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Ecommerce Storefront

Sample shopping app integrating AIXR observation and recommendations for personalized product ranking, checkout flow optimization, and drop-off diagnosis based on user journey analysis.

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On-device AI when available

02

Cloud LLM backend for advanced modules

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Local network LLM support for private environments

AIXR Labs is coming soon.

We are starting with a native iOS XCFramework and expanding toward Android, backend intelligence, and game engine integrations.

Contact AIXR Labs