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On-Device Neural & Cloud AI Apps

AI-Integrated Mobile App Development

Embed cutting-edge AI capabilities into mobile apps, combining on-device Apple CoreML / Android NNAPI with cloud LLM inference and vision intelligence.

Home Mobile App Development Cross-Platform & Frameworks

Fast-Track Scope

Book a direct engineering audit & feasibility estimate with our principal architects.

On-Device
CoreML / NNAPI Models
<20ms
On-Device Latency
Private
Zero Cloud Upload Option
Multi-Modal
Voice, Vision, Text
ENGINEERING EXCELLENCE

Core Technical Capabilities

Architected for high-concurrency enterprise workloads with strict security SLAs.

On-Device Machine Learning

Run quantized neural networks directly on Apple Neural Engine and Qualcomm NPUs for instant offline AI.

Mobile Voice & Whisper Transcription

Integrate local and streaming speech-to-text engines for seamless voice assistant interfaces.

Real-Time Camera AI & AR

Process camera frames live for object recognition, barcode decoding, facial landmarking, and AR overlays.

Personalized Recommendation Loops

Train on-device federated learning models that personalize app content without violating privacy.

EXECUTION ROADMAP

4-Stage Delivery Framework

Every phase is backed by automated test suites, transparent sprint metrics, and executive milestone sign-offs.

01
AI Model Selection & Quantization

Convert PyTorch models into CoreML / TFLite INT8 formats optimized for mobile silicon.

02
Mobile Neural Pipeline Integration

Build camera and audio buffer capture pipelines feeding directly to neural runtime.

03
Cloud AI Fallback Setup

Configure seamless fallback to cloud LLM clusters for complex generative prompts.

04
Battery & Memory Optimization

Profile GPU/NPU power draw to ensure minimal battery impact during active inference.

TECHNOLOGY ECOSYSTEM

Enterprise Tech Stack

We build on hardened, industry-standard frameworks to ensure zero vendor lock-in and effortless long-term maintainability.

CoreML Android NNAPI TensorFlow Lite ONNX Runtime Flutter React Native FastAPI

Ready to Engineer Your Solution?

Schedule a confidential technical scoping session with our principal engineers. Receive a detailed architecture blueprint, timeline, and cost estimate within 48 hours.