Embedl

Embedl is a Swedish deep-tech company based in Gothenburg, founded in 2018.

It specializes in developing AI model optimization tools designed to enhance the performance of deep learning for edge and embedded systems. The company focuses on making AI models faster, smaller, and more sustainable, enabling businesses to deploy embedded AI in physical products efficiently. The core offering of Embedl is the Deep Learning Model Optimization SDK, which optimizes AI for edge devices by reducing energy consumption, costs, and memory usage while maintaining accuracy. Key components include the Embedl SDK, which features adaptive quantization and hardware-aware optimization, and the Embedl Hub, a web platform for quantization and benchmarking. Embedl also supports the community with contributions to the Hugging Face model visualizer. Embedl serves deep learning engineers and researchers across various industries, including automotive, robotics, defense, IoT, aerospace, and smart cities. The company empowers organizations to implement AI directly in products, making it accessible and efficient for real-world applications.