Deeplite

Deeplite.ai is a technology company specializing in AI-driven optimization to enhance the performance of deep neural networks (DNNs). The company operates in the artificial intelligence and machine learning market, focusing on making DNNs faster, smaller, and more energy-efficient. Deeplite serves a diverse range of clients, including those in automotive, smart cameras, IoT devices, and edge computing sectors. The business model revolves around providing a platform for deep learning model optimization, which clients can try for free. Deeplite generates revenue through subscriptions and licensing of its optimization tools and runtimes, such as DeepliteRT, which accelerates AI on Arm CPUs using ultra-compact quantization. The company's solutions enable real-time deep learning on low-power processors, facilitating advanced video analytics, computer vision, and other AI applications on cost-effective hardware. Deeplite's automated design space exploration drastically reduces development efforts by finding robust designs quickly, making AI accessible and affordable for everyday devices like cars, drones, and cameras.

Keywords: AI optimization, deep neural networks, edge computing, Arm CPUs, computer vision, IoT devices, smart cameras, automotive AI, quantization, deep learning models.