Building AI-powered enterprise Android apps often means battling high cloud compute costs, network latency, and complex machine learning pipelines. This session introduces Zebra’s Frontline AI Enablers—a powerful suite of fine-tuned models, SDKs, and accelerators designed to run advanced AI vision tasks directly on-device. We will explore how to effortlessly integrate enterprise-grade AI into your apps using Android’s CameraX framework. You will learn how to bypass traditional ML hurdles and deliver lightning-fast, offline-capable vision applications without needing a background in data science. Key Learning Outcomes: * The Edge AI Advantage: Understand how on-device processing eliminates cloud costs, reduces latency, and guarantees data privacy. * Inside the Toolkit: Explore the core components of the suite: the AI Data Capture SDK, Enterprise APIs, and ready-to-use Sample Apps. * Frictionless CameraX Integration: Learn how to quickly bridge Zebra’s pre-trained models with Android’s native CameraX framework. * Deploy Without Training: Discover how to implement intelligent vision features without collecting massive datasets or building custom ML pipelines. * Real-World Implementation: Watch live demos of the SDK in action and gather architectural building blocks for your own enterprise projects.