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Edge AI

Percepxion™ Edge AI Solution prototype’s seamless integration with the Qualcomm AI Hub, this integrated solution delivers a robust platform for optimized model performance, supporting the rapid development, deployment and acceleration of edge AI solutions.

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EdgeFabric.ai by Lantronix

Visual orchestration platform where AI, hardware, and speed converge into a seamless fabric of intelligence.

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What is EdgeFabric.ai

EdgeFabric.ai is Lantronix’s visual orchestration platform designed specifically for Open-Q™ SOMs. Whether it’s smart surveillance, industrial monitoring, or edge analytics, EdgeFabric.ai brings together AI, hardware, and speed — all without writing a single line of code.

  • Design workflows visually
  • Integrate pre-trained or custom AI models seamlessly
  • Deploy securely in minutes, not months

Start Building Edge AI — No Code, No Hassle

Why EdgeFabric.ai
Multiple data streams, AI models, and hardware components converge into a single, powerful orchestration platform designed for Open-Q™ SOMs.


How It Works

A transparent, layered architecture with flowing connections between software, hardware, and AI models.

  • Software Layer – Visual Orchestration
  • Frameworks: TensorFlow Lite, SNPE DLC, PyTorch, ONNX, and more​
  • Model Hubs: Edge Impulse, Qualcomm AI Hub, Hugging Face
  • Hardware Layer – Open-Q™ SOMs

Each layer communicates through optimized data streams, ensuring maximum performance and minimal latency for edge AI applications.

Powerful Integrations

Watch as separate technologies merge into a unified, more powerful platform.

EdgeFabric.ai unifies diverse AI ecosystems into a single streamlined workflow. Whether models are built in popular ML frameworks or sourced from partner platforms, they can be visually orchestrated and deployed directly to Open-Q™ SOMs. The result: faster integration, higher performance, and a truly hardware-optimized edge AI experience.

Target Markets & Use Cases
Abstract representations of real-world applications merging into intelligent data streams.

Drones, Defense & Public Safety

  • Thermal & IR edge analytics
  • Secure encrypted AI inference

Commercial Infrastructure

  • Queue & footfall analytics
  • Multi-camera event escalation

Industrial IoT

  • Predictive maintenance
  • Machine/environment monitoring

Smart Surveillance

  • PPE & safety detection
  • Loitering, crowd & occupancy analytics

Transportation & Traffic

  • License Plate Recognition (LPR)
  • Route optimization & incident detection
Built for Open-Q™ SoMs by Lantronix

EdgeFabric.ai isn’t just compatible — it’s custom-built to power Lantronix Open-Q™ SoMs as a seamless ecosystem.

  • Optimized Performance: Tailored Dragonwing™ AI acceleration
  • Secure Deployments: Hardware-locked & encrypted
  • Proven at Scale: Trusted in transport, industrial & defense sectors
Use Case Spotlight
Real-world implementations illuminated from our fabric of innovation.

Smart City Deployment

Challenge: Deploy 500+ AI-powered cameras across downtown district with real-time analytics for traffic, safety, and crowd management.

Solution: EdgeFabric.ai’s visual orchestration platform with Open-Q™ SOMs enabled rapid deployment of license plate recognition, pedestrian safety detection, and anomaly alerts across the entire network.

Upside: Up to 85% faster deployment, 40% improved processing efficiency, and seamless integration with existing city infrastructure.

“With EdgeFabric.ai, Lantronix is leading the industry in delivering secure, compliant AI-driven solutions that make deploying AI at the Edge faster, easier and more secure. At Lantronix, we have a proven track record of innovating and bringing secure, high‑performance Edge AI products to market, creating value for our stakeholders, customers, technology partners and channel.”

Mathi Gurusamy, Chief Strategy Officer, Lantronix

Ready to Build Edge AI Like Never Before?

Edge AI

Percepxion™ Edge AI Solution prototype’s seamless integration with the Qualcomm AI Hub, this integrated solution delivers a robust platform for optimized model performance, supporting the rapid development, deployment and acceleration of edge AI solutions.

Software

Centralized Management Software

Services

Out-of-Band Management

AI-Driven Automation and Console Access for Enterprise Networks

Software

Lantronix Centralized Management Software

Services

Resources

From training , to white papers, videos, and more, you’ll find what you need to design, develop, deploy and manage powerful, innovative remote networking and IT infrastructure management applications and solutions.

Support

Visit the Technical Resource Center for all of your support needs

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