Axelera AI Raises $250M for Edge Compute Chips
Dutch startup Axelera AI has raised over $250 million to develop its low-power, energy-efficient chips for edge AI inference. The company, which has surpassed 500 customers, aims to provide a lower total cost of ownership for distributed AI deployments compared to competitors. The funding round included participation from Samsung Catalyst Fund and BlackRock.
- Axelera AI's flagship Metis AI Processing Unit (AIPU) is built on a proprietary digital in-memory computing (D-IMC) and RISC-V-based architecture. This design minimizes data movement between memory and processing units, a major bottleneck in traditional von Neumann architectures, to improve power efficiency and performance for AI inference workloads. - The company was co-founded in 2021 by CEO Fabrizio Del Maffeo, who previously led the AI division at the Bitfury Group and was a VP at AAEON, the IoT computing company within the ASUS Group. The founding team also includes talent from Bitfury AI, IMEC, IBM Zurich Lab, ETH Zurich, Google, and Qualcomm. - Axelera's product line includes the Metis AIPU, which delivers up to 214 Tera Operations Per Second (TOPS), and the upcoming "Europa" chip, designed to perform 629 trillion computations per second. They also plan to develop a high-performance chiplet named "Titania" for generative AI and computer vision, supported by a €61.6 million grant from the EuroHPC DARE project. - To facilitate adoption, Axelera provides the Voyager SDK, a software development kit that includes a compiler based on the open-source Apache TVM framework, pre-trained models, and tools to optimize and deploy AI applications on its hardware. - The company offers its technology through hardware like the Metis M.2 AI Inference Acceleration Card and the Metis PCIe card. A newer version, the Metis M.2 Max, doubles the memory bandwidth and is specifically designed to improve performance for edge-based large language models (LLMs) and vision transformers. - Since its founding in 2021, Axelera AI has raised over $450 million through a combination of equity, grants, and venture debt. Its Series B funding round was noted as one of the largest for a fabless semiconductor company in Europe. - The company is headquartered at the High Tech Campus in Eindhoven, Netherlands, and has grown to over 195 employees across 18 countries, with R&D offices in Belgium, Switzerland, Italy, and the UK. - The competitive landscape for edge AI hardware is fragmented, with ASICs projected to be the fastest-growing processor type. The overall market is forecasted to grow at a CAGR of over 20% and reach multi-billion dollar valuations by 2030, driven by demand in sectors like automotive, smart cities, and industrial IoT.
