What is edge AI?

Edge AI, or on-device AI, is when AI computing and machine learning happens on-device rather than in cloud servers. Since edge devices have power and storage limitations, edge AI requires striking a difficult balance of performance, power, and size. This is what we are obsessed with innovating for.
WHEN EDGE AI?
WHEN EDGE AI?
When data is being generated where it also needs to be computed, and when response time is important, edge AI is the solution. As edge AI spreads, so will general AI.
WHY EDGE AI?
WHY EDGE AI?
Compared to cloud-based AI, edge AI ensures more privacy, increases computing speed with low latency, and lowers total costs to integrate AI into everyday devices and appliances.
WHO EDGE AI?
WHO EDGE AI?
Our partners are using our solutions as you read this sentence. We are leading the on-device edge AI movement because our solutions are not just concepts or prototypes.

RANN TECHNOLOGY - UNIQUE RECONFIGURABILITY

Unlike common AI models that are restricted to specific applications, Kneron's Reconfigurable Artificial Neural Network (RANN) technology offers more flexibility to target different use cases and adapt to various computing architectures.
RANN TECHNOLOGY - UNIQUE RECONFIGURABILITY
RANN Technology can:
  • Compute audio
  • Compute video including 2D/3D visual recognition

RANN Technology helps partners:
  • Lower costs by up to 20%
  • Create commercializable applications
  • Customize edge AI to fit unique use cases

TOTAL SYSTEM SOLUTIONS

Kneron can customize integrated total system hardware + software solutions that are ideal for hardware makers and industry parnters looking to instantly accelerate on-device edge AI computing affordably.
TOTAL SYSTEM SOLUTIONS
Kneron's expertise in both hardware and software solutions sets us apart in the edge AI industry and consistently saves our partners time, energy, and money. Kneron's total system solutions are embodied by the KL520 AI SoC because it integrates Kneron's neural network algorithms to maximize power efficiency and performance for segments such as:

  • Smart home 
  • Mobile
  • IoT
  • Security