Ai Linear’s Mission:

Empowering “AI Inference in Sensors”:  Software-Configurable Ultra-Low-Power ‘Distributed Intelligence’ In or Near Sensors

We will provide comprehensive, end-to-end solutions designed to enable ultra-low-power distributed intelligence (ultra-edge computing). Our offerings will integrate advanced software, algorithms, digital, and analog technologies to facilitate machine learning (ML) inference directly within or near sensors and devices. These solutions will be optimized for tiny, battery-operated devices that are:

  • Low-Power: Operable with micro-energy harvesting or small batteries designed to last for years
  • Low-Cost: Affordable, scalable technology for widespread deployment.
  • Compact: Small form factors to fit in space-constrained environments.
  • Low-Latency: Real-time performance for critical applications.
  • Cyber-Secure: Built-in security features with the option for zero-cloud, zero-internet operation, ensuring data privacy and integrity.

Our technology shall enable cutting-edge applications where traditional computing infrastructure is not feasible, delivering robust, intelligent, and efficient systems at or near a sensor.

 * White Paper:  Ai Linear’s Vision of the future of Distributed Intelligence

Ai Linear's Competitive Advantage:

  • Intellectual Property (IP): The founder holds a growing portfolio of 35+ U.S. patents in ultra-low-power analog/mixed-signal solutions for machine learning and sensor interfaces, empowering customers while deterring competition.

  • Highly Cost-Competitive: Ai Linear’s innovative IP enables significantly lower development and manufacturing costs.

  • Team: Ai Linear’s team brings decades of Silicon Valley experience in digital, analog, and software R&D, with a proven track record of creating successful, profitable IC products.

  • Focus: Dedicated, configurable low-power machine-learning accelerators for waves (e.g., sound & vibration) and imaging sensors.