Baseweight
Cover image for Baseweight: Now Focused on Mobile AI Services & Consulting
2025-10-14Joe Bowser

Baseweight: Now Focused on Mobile AI Services & Consulting

A New Chapter for Baseweight

After extensive experience building OnDevice AI infrastructure and tools, Baseweight is now pivoting to focus on what we do best: providing expert mobile AI services and consulting.

Why Mobile AI Services?

The mobile AI landscape has evolved rapidly, but many companies still struggle with:

  • Complex Implementation: Integrating AI models into mobile apps requires deep expertise in Core ML, TensorFlow Lite, ONNX Runtime, and custom inference engines
  • Performance Optimization: Mobile hardware constraints demand specialized knowledge of quantization, pruning, and platform-specific optimizations
  • Privacy & Security: OnDevice processing requires careful consideration of model protection and user privacy
  • Cross-Platform Challenges: Different frameworks and optimization strategies for iOS vs Android

Our Expertise

With our background in mobile development (PhoneGap/Apache Cordova) and extensive OnDevice AI experience, we're uniquely positioned to help companies:

Mobile AI Implementation

  • Custom AI integration for iOS and Android apps
  • Core ML, TensorFlow Lite, ONNX Runtime, and Executorch implementations
  • Real-time inference optimization for mobile hardware

Model Optimization

  • Quantization and pruning for mobile deployment
  • Platform-specific optimizations (Metal for iOS, Vulkan for Android)
  • Memory and battery efficiency improvements

Custom Solutions

  • Computer vision applications
  • Natural language processing
  • Multimodal AI implementations
  • Custom inference engines

What We've Built

Our experience includes:

  • Baseweight Model Park: Encrypted model distribution platform
  • Baseweight Snap: Visual Language Model demo app for Android
  • Cross-platform SDKs: For secure model deployment
  • Custom inference engines: Optimized for mobile performance

Ready to Work With You

Whether you need help with:

  • Integrating an existing model into your mobile app
  • Optimizing performance for mobile constraints
  • Building custom AI features from scratch
  • Consulting on mobile AI strategy

We're here to help. Our team combines deep mobile development expertise with cutting-edge AI knowledge to deliver solutions that work in production.

Get in touch to discuss your mobile AI project and how we can help bring your vision to life.

Ready to integrate AI into your mobile app? Contact us to discuss your OnDevice Inference needs.