Horizon LabsHorizon Labs

AI-Native Mobile

The next generation of mobile apps isn’t just connected — it’s intelligent. We build mobile applications with AI at the core: on-device machine learning for instant responses, camera-based recognition, predictive features that anticipate user needs, and smart notifications that learn behaviour patterns. Cross-platform or native, with AI models optimised for mobile hardware.

What you get

On-device ML for instant, offline AI features
Camera-based recognition and document scanning
Predictive UX that anticipates user actions
Smart notifications with behavioural learning

Real examples

On-device visual inspection

Mobile apps using on-device computer vision for quality inspection, defect detection, or document scanning — works offline in environments with limited connectivity.

Intelligent field service

Mobile apps for field teams that use photo recognition to identify equipment, suggest procedures, and pre-fill reports — reducing manual data entry.

Common questions

Can AI run on the device without internet?

Yes. We deploy optimised ML models directly on-device using Core ML (iOS) and TensorFlow Lite (Android). The AI works offline with sub-second inference.

What kind of AI features work on mobile?

Image recognition, document scanning, voice commands, predictive text, behaviour-based recommendations, anomaly detection, and real-time sensor analysis.

Cross-platform or native for AI apps?

Depends on the AI requirements. Simple AI features work well cross-platform (React Native). Heavy on-device ML or camera processing often benefits from native Swift/Kotlin.

How do you handle model updates?

We build over-the-air model update pipelines. New model versions deploy without app store updates, with A/B testing to validate improvements.

What about battery and performance?

We optimise models for mobile hardware — quantisation, pruning, and efficient architectures. AI features add minimal battery impact.

Ready to get started?

Tell us about your project and we'll tell you honestly how we can help.

Get in Touch

Let's build something intelligent

Tell us about your product challenge. Whether you're launching from scratch, scaling an existing product, or need AI capabilities — we'll tell you honestly how we can help.

First conversation is free, no obligations. If there's a fit, we'll scope a small first step so you can see results before committing to anything bigger.