Hailo Hailo-8 M.2 AI Acceleration Modules

Hailo Hailo-8 M.2 AI Acceleration Modules can be plugged into an existing edge device with an M.2 socket to execute deep neural network inference in real time, consuming low power and serving a broad range of market segments. The devices connect to various types of host processors via PCIe. The Hailo-8 M.2 artificial intelligence (AI) acceleration modules feature the Hailo-8 AI processor. The processor delivers up to 26 tera-operations per second (TOPS), significantly outperforming similar edge AI processors.

Hailo-8's unique, powerful, and scalable, structure-driven dataflow architecture leverages the core properties of neural networks. The architecture enables edge devices to run deep learning applications at full scale more efficiently, effectively, and substantially than traditional solutions, while significantly lowering costs.

Features

  • Powered by 26 TOPS Hailo-8 AI processor
  • Best-in-class power efficiency
  • Enables real-time, low-latency, and high-efficiency AI inferencing on edge devices
  • Highest cost-efficiency (TOPS/$) compared with existing solutions
  • Scalable, enabling simultaneous processing of multi-streams and multi-models
  • Robust software suite supports state-of-the-art deep learning models and applications out-of-the-box
  • Supports an extended -40°C to +85°C temperature range
  • Fast time to market using a standard form factor module
    • With Key M, Key B+M, and Key A+E
    • Optional extensions for Key M and Key B+M

Applications

  • Smart cities
    • Traffic monitoring and congestion analysis
    • Pedestrian detection and tracking
    • Public safety video analytics
    • License plate recognition
  • Smart retail
    • Customer behavior and foot‑traffic analytics
    • Shelf monitoring and stock availability detection
    • Loss prevention and security analytics
  • Smart home and building systems
    • Person and object detection
    • Intrusion detection systems
    • Intelligent access control
    • Home robotics and assistants
  • Industrial automation (Industry 4.0)
    • Automated optical inspection
    • Defect detection on production lines
    • Machine monitoring and predictive maintenance
    • Industrial robotics and vision‑guided systems
  • Security and video surveillance systems
    • Real‑time video analytics
    • Multi‑camera surveillance processing
    • Face and object recognition
    • Edge NVR (network video recorder) acceleration
  • Edge AI platforms and embedded computing
    • Embedded x86 and ARM systems
    • Fanless edge appliances
    • Compact PCIe‑based AI acceleration cards

Specifications

  • M.2 Key M, Key B+M, and Key A+E form factor options
  • PCIe Gen-3.0 interface, 2-lanes (4-lanes in Key M)
  • X86 or ARM-based host architectures
  • TensorFlow, TensorFlow Lite, Keras, PyTorch, and ONNX AI framework support
  • Linux and Windows OS support
  • Dimensions
    • Key M, B+M - 22mm × 42mm with breakable extensions to 22mm × 60mm and 22mm × 80mm
    • Key A+E - 22mm × 30mm

Videos

Comprehensive Software Suite

The Hailo AI software suite, which seamlessly integrates with existing deep learning development frameworks, allows smooth and easy integration into existing development ecosystems. The Hailo AI software suite is future-proof, supporting all Hailo-8 product lines.

Infographic - Hailo Hailo-8 M.2 AI Acceleration Modules
Publicado: 2026-04-24 | Actualizado: 2026-04-29