The MLA100 is a PCIe card-type AI accelerator powered by Mobilint's ARIES NPU, designed to deliver high-performance AI inference when installed directly into existing servers or industrial PCs. Providing 80 TOPS of compute performance at just 25W, it achieves approximately 82% reduction in power consumption compared to equivalent GPU solutions, while delivering superior AI inference efficiency. With a PCI Express Gen4 8-lane interface, the MLA100 integrates seamlessly into existing servers and workstations without infrastructure changes. Equipped with 16GB (up to 32GB) of LPDDR4X memory and 66.7GB/s of memory bandwidth, it handles large-scale AI models with stability and precision. It supports over 490 AI models — ranging from vision models such as MobileNetV2, ResNet, and YOLO series, to LLMs including Llama and EXAONE — enabling simultaneous execution of multi-channel vision AI and real-time LLM inference. Paired with Mobilint's SDK qb and a full-stack software environment, the MLA100 offers immediate compatibility with major AI frameworks including PyTorch, TensorFlow, and ONNX. Having obtained internationally recognized certifications including ISO 9001, KC, FCC, CE, and RoHS, it meets the reliability and safety standards demanded by industrial deployments. From traffic management and smart factories to AI surveillance systems, the MLA100 is the optimized solution for high-performance AI inference across diverse edge environments.