HaystackAnalytics

EmbeDL is a provider of an edge AI optimization and deployment platform that streamlines the path from deep learning model development to hardware-ready deployment on embedded systems. The platform consists of three core products: Embedl Hub, a secure MLOps platform for compliant edge AI workflows with device farms for benchmarking and verification; Embedl Models, offering popular large language models, vision-language models, and vision-language-action models optimized and pre-packaged for specific edge hardware; and Embedl Deploy, a CLI and library for edge AI conversion, compilation, and quantization with hardware-aware PyTorch operations. The company's FlashHead technology reduces the computational cost of language model heads during inference, achieving speedups of up to 19x across models including Llama 3.2, Gemma 3, Qwen, Vision Transformer, and MobileNet. EmbeDL serves the automotive, defense, and robotics industries, with customers including Siemens, Bosch, Kodiak, and Tobii. Founded in 2018 and headquartered in Gothenburg, Sweden, with offices in Palo Alto, California, EmbeDL has raised $9.1 million in Seed funding from investors including Spintop Ventures, Chalmers Ventures, Stoaf, Butterfly Ventures, Almi Invest, EIC Fund, Fairpoint Capital, SEB, and Plug and Play.