embedUR

PROJECTS 

Real-world examples of our ability to tackle challenges and deliver results.

PROJECTS

See how we tackle challenges and deliver results.

Discover the impact of our work through the projects featured on this page. From intricate network solutions to cutting-edge IoT implementations, each project showcases our ability to innovate and deliver tailored solutions that exceed expectations.
Discover the impact of our work through our real-world projects. From intricate network solutions to cutting-edge IoT implementations, each project showcases our ability to deliver exceptional outcomes.
All Connectivity Intelligent Edge Management

#Mesh #Wi-Fi

Extending the Effective Lifespan of Legacy CPE

Leveraging cloud services and custom software, we transformed outdated home networking equipment into high-performance, revenue-generating Wi-Fi systems.

By enabling advanced mesh networking capabilities and optimization features on previously deployed residential gateways, we addressed significant coverage and communication challenges, particularly in South American homes with difficult building materials.

This initiative has empowered users across four countries to enjoy enhanced Wi-Fi coverage and performance, extending the lifecycle of existing devices and opening new revenue streams for service providers.

Extending the Effective Lifespan of Legacy CPE

Leveraging cloud services and custom software, we transformed outdated home networking equipment into high-performance, revenue-generating Wi-Fi systems.

By enabling advanced mesh networking capabilities and optimization features on previously deployed residential gateways, we addressed significant coverage and communication challenges, particularly in South American homes with difficult building materials.

This initiative has empowered users across four countries to enjoy enhanced Wi-Fi coverage and performance, extending the lifecycle of existing devices and opening new revenue streams for service providers.

#SoC #Firmware

Pioneering Wi-Fi 6/6E Silicon for Tiny IoT Devices

Collaborating with a well-respected silicon vendor, our team played a pivotal role in pioneering the development of a state-of-the-art Wi-Fi 6/6E IoT chip, meeting the challenge of integrating advanced security and performance features within a compact SoC.

By reducing emulator initialization time by 400%, completing firmware bring-up in just 2 days, and ensuring on-time delivery, we significantly accelerated the product’s launch.

Our solution not only streamlined the secure boot process but also set a new benchmark for performance and interoperability, readying the chip for deployment in diverse IoT applications.

Pioneering Wi-Fi 6/6E Silicon for Tiny IoT Devices

Collaborating with a well-respected silicon vendor, our team played a pivotal role in pioneering the development of a state-of-the-art Wi-Fi 6/6E IoT chip.

By reducing emulator initialization time by 400%, completing firmware bring-up in just 2 days, and ensuring on-time delivery, we significantly accelerated the product’s launch.

Our solution not only streamlined the secure boot process but also set a new benchmark for performance and interoperability, readying the chip for deployment in diverse IoT applications.

#Security #CaptivePortal #SAML

Upgrading a Prominent Threat Defense Platform

In a significant innovation, our team markedly enhanced the software capabilities of a prominent thread defense and management system both on device and in the cloud.

Leveraging Microservices Architecture, Docker, and the publisher-subscriber model, we implemented critical Identity Source features and leveraged our expertise in security products including Access point controllers.

Our team enhanced system capabilities with SAML, Captive Portal, and developed innovations like the Passive Authentication Directory Agent and simplified cloud configurations, ensuring the delivery of sophisticated, reliable, and easily integrated security solutions.

Upgrading a Prominent Threat Defense Platform

In a significant innovation, our team markedly enhanced the software capabilities of a prominent thread defense and management system both on device and in the cloud.

Leveraging Microservices Architecture, Docker, and the publisher-subscriber model, we implemented critical Identity Source features and leveraged our expertise in security products including Access point controllers.

Our team enhanced system capabilities with SAML, Captive Portal, and developed innovations like the Passive Authentication Directory Agent and simplified cloud configurations, ensuring the delivery of sophisticated, reliable, and easily integrated security solutions.

#IoT #NetworkReliability

Enhanced Wi-Fi reliability in Industrial Settings

Our team developed and maintained key features for Industrial IoT Access Points, enhancing data reliability in Wi-Fi networks.

We implemented Parallel Redundancy Protocol (PRP) and Dynamic Link Forwarding (DLF) to improve wireless efficiency and reliability in environments such as mining sites and high-speed trains.

Our approach included feature development, rigorous quality assurance, and the integration of automation to ensure the delivery of robust wireless solutions for the industrial sector.

Enhanced Wi-Fi reliability in Industrial Settings

Our team developed and maintained key features for Industrial IoT Access Points, enhancing data reliability in Wi-Fi networks.

We implemented Parallel Redundancy Protocol (PRP) and Dynamic Link Forwarding (DLF) to improve wireless efficiency and reliability in environments such as mining sites and high-speed trains.

Our approach included feature development, rigorous quality assurance, and the integration of automation to ensure the delivery of robust wireless solutions for the industrial sector.

#IoT #NetworkReliability

Tuning Real-World Wi-Fi 7 Chip Performance

In collaboration with a prominent Wi-Fi silicon vendor, we integrated Wi-Fi 7 technology into a cutting-edge chip, enhancing enterprise wireless capabilities. Our joint effort produced the inaugural Wi-Fi 7 proof-of-concept enterprise access point, showcasing the vendor’s sophisticated SoC and software capabilities on an enterprise Wi-Fi framework.

This technical endeavor pushed the hardware to its near-theoretical performance limits and smoothed out the complexities of software integration. By refining the connection between the vendor’s driver APIs and the enterprise client’s systems, we filled critical gaps and facilitated a mutual understanding of the technology.

The result was a streamlined showcase of the vendor’s solution, opening doors to advanced, reliable wireless networking for businesses. This project was not just a technological leap but also a testament to strategic partnership and innovation in the field of enterprise wireless networking.

Tuning Real-World Wi-Fi 7 Chip Performance

In collaboration with a prominent Wi-Fi silicon vendor, we integrated Wi-Fi 7 technology into a cutting-edge chip, enhancing enterprise wireless capabilities.

Our joint effort produced the inaugural Wi-Fi 7 proof-of-concept enterprise access point, showcasing the vendor’s sophisticated SoC and software capabilities on an enterprise Wi-Fi framework.

This technical endeavor pushed the hardware to its near-theoretical performance limits and smoothed out the complexities of software integration. By refining the connection between the vendor’s driver APIs and the enterprise client’s systems, we filled critical gaps and facilitated a mutual understanding of the technology.

The result was a streamlined showcase of the vendor’s solution, opening doors to advanced, reliable wireless networking for businesses. This project was not just a technological leap but also a testament to strategic partnership and innovation in the field of enterprise wireless networking.

#AI #ML

Slashing Home Wi-Fi Support Calls with AI

Our project has mitigated customer support requirements for a major optical network service provider by employing AI to predict service-related calls with 98% accuracy.

This innovative approach uses machine learning to analyze data from home network devices and customer interactions, identifying key metrics that indicate potential issues.

By enabling proactive self-healing actions and providing support representatives with immediate insights, our solution drastically reduces support calls [by 30% or more] and enhances customer satisfaction, setting a new benchmark for intelligent network management.

Slashing Home Wi-Fi Support Calls with AI

Our project has mitigated customer support requirements for a major optical network service provider by employing AI to predict service-related calls with 98% accuracy.

This innovative approach uses machine learning to analyze data from home network devices and customer interactions, identifying key metrics that indicate potential issues.

By enabling proactive self-healing actions and providing support representatives with immediate insights, our solution drastically reduces support calls [by 30% or more] and enhances customer satisfaction, setting a new benchmark for intelligent network management.

#M2M #Mesh

Managing Agricultural Fleets with M2M Communication

Our collaboration with a leader in agriculture explored the viability of Wi-Fi Mesh technology in farm machinery, yielding significant strides in Machine-to-Machine (M2M) communication.

Assessing various hardware solutions and mesh protocols, we identified those best suited for the unique demands of the agricultural environment. The chosen solution supported lower data rates, extended ranges, and the flexibility to frequently reconfigure the mesh network as machines traversed expansive farmlands.

This innovation not only met the distinctive needs of the sector but also amplified operational efficiency and safety with robust wireless communication.

Managing Agricultural Fleets with M2M Communication

Our collaboration with a leader in agriculture explored the viability of Wi-Fi Mesh technology in farm machinery, yielding significant strides in Machine-to-Machine (M2M) communication.

Assessing various hardware solutions and mesh protocols, we identified those best suited for the unique demands of the agricultural environment. The chosen solution supported lower data rates, extended ranges, and the flexibility to frequently reconfigure the mesh network as machines traversed expansive farmlands.

This innovation not only met the distinctive needs of the sector but also amplified operational efficiency and safety with robust wireless communication.

#MeshNetwork #PrplOS #Containerization

Revolutionizing CPE Management with Prpl Foundation’s Lifecycle Management Technology

Our team worked with a global network infrastructure provider, by integrating Prpl Foundation’s Lifecycle Management (LCM) technology into Maxlinear URX gateway platforms.

This solution, running on OpenWRT and PrplOS, allows for the dynamic management of containerized applications, significantly enhancing service delivery and orchestration capabilities. The implementation supports advanced features like software component lifecycle management independent of firmware, enabling remote installation, updating and management of applications.

This advancement provides a robust framework for deploying and managing new services, including security and Wi-Fi management, through an innovative App Store mode.

Revolutionizing CPE Management with LCM Technology

Our team worked with a global network infrastructure provider, by integrating Prpl Foundation’s Lifecycle Management (LCM) technology into Maxlinear URX gateway platforms.

This solution, running on OpenWRT and PrplOS, allows for the dynamic management of containerized applications, significantly enhancing service delivery and orchestration capabilities. The implementation supports advanced features like software component lifecycle management independent of firmware, enabling remote installation, updating and management of applications.

This advancement provides a robust framework for deploying and managing new services, including security and Wi-Fi management, through an innovative App Store mode.

#EnterpriseWireless #6G #Radios

Next-Generation Wireless Monitoring for Enhanced Network Insights

In partnership with a top-tier enterprise wireless LAN developer, we upgraded wireless sensor capabilities, a pivotal technology for network quality, security, and availability. Our innovations enabled new methods for continuous network monitoring and packet analysis, ensuring superior service delivery. Challenges like limited packet tapping and enabling monitor mode for 6G were overcome, alongside addressing the need for comprehensive Radiotap Header preparation.

We advanced monitor mode functionality, incorporated support for Wi-Fi 6 and 6E, and crafted an extensive UXI dashboard. The initiative led to enhanced client connectivity monitoring, deeper network insights, and reinforced stability for wireless sensors.

Next-Gen Wireless Monitoring for Enhanced Insights

In partnership with a top-tier enterprise wireless LAN developer, we upgraded wireless sensor capabilities, a pivotal technology for network quality, security, and availability.

Our innovations enabled new methods for continuous network monitoring and packet analysis, ensuring superior service delivery. Challenges like limited packet tapping and enabling monitor mode for 6G were overcome, alongside addressing the need for comprehensive Radiotap Header preparation.

We advanced monitor mode functionality, incorporated support for Wi-Fi 6 and 6E, and crafted an extensive UXI dashboard. The initiative led to enhanced client connectivity monitoring, deeper network insights, and reinforced stability for wireless sensors.

#TopologySimulation #MeshNetwork

Future-Proofing HVAC Management with Advanced Wireless Mesh Technology

We partnered with a leading HVAC solutions provider to tackle the challenge of complex HVAC system setups in both residential and commercial spaces.

By leveraging a sophisticated wireless mesh network powered by PrplMesh, we developed a system capable of seamless communication among up to 100 HVAC units. The solution includes a brand new topology simulator for optimal network configuration and a custom PrplMesh Integration for enhanced network management.

This approach significantly reduced infrastructure costs and setup time while ensuring scalable, efficient and flexible HVAC management.

Future-Proofing HVAC with Advanced Mesh Tech

We partnered with a leading HVAC solutions provider to tackle the challenge of complex HVAC system setups in both residential and commercial spaces.

By leveraging a sophisticated wireless mesh network powered by PrplMesh, we developed a system capable of seamless communication among up to 100 HVAC units. The solution includes a brand new topology simulator for optimal network configuration and a custom PrplMesh Integration for enhanced network management.

This approach significantly reduced infrastructure costs and setup time while ensuring scalable, efficient and flexible HVAC management.

Project 11
#ML #Intelligence #Wi-Fi

Real-Time Wi-Fi Analysis: Peak Performance & Efficiency

To revolutionize Wi-Fi connectivity, we developed a real-time Wi-Fi environment analysis system designed to detect network issues, find optimal communication paths, and reduce power consumption, while enhancing overall coverage.

Utilizing advanced algorithms and ML techniques, the system dynamically adjusts to network conditions, intelligently optimizing user experience by navigating the complexities of varying Wi-Fi environments.

This led to the creation of a smarter Wi-Fi ecosystem that significantly lowers energy usage, contributing to operational cost savings and environmental sustainability. Users benefit from a superior connection that intelligently adapts to their needs, providing robust coverage and high-speed internet without wasting power.

Real-Time Wi-Fi Analysis: Peak Performance & Efficiency

To revolutionize Wi-Fi connectivity, we developed a real-time Wi-Fi environment analysis system designed to detect network issues, find optimal communication paths, and reduce power consumption.

Utilizing advanced algorithms and ML techniques, the system dynamically adjusts to network conditions, intelligently optimizing user experience by navigating the complexities of varying Wi-Fi environments.

This led to the creation of a smarter Wi-Fi ecosystem that significantly lowers energy usage, contributing to operational cost savings and environmental sustainability. Users benefit from a superior connection that intelligently adapts to their needs, providing robust coverage and high-speed internet without wasting power.

#NeuralNetworks #Detection

AI-Enhanced Wi-Fi Sensing: Revolutionizing Space Monitoring and Security

We’ve developed a Wi-Fi Access Point system that integrates AI neural networks, bestowing APs with sophisticated sensing abilities. These AI-boosted APs can detect the presence of people in a space and can even discern through barriers. Networked APs utilize AI to enhance security, track individuals, and monitor health conditions.

This leap in Wi-Fi tech combines widespread connectivity with AI’s keen intelligence, creating a new standard in smart environmental monitoring.

Our system showcases the transformative power of AI neural networks in upgrading Wi-Fi infrastructure, providing a seamless solution for real-time spatial analysis without extra hardware.

AI-Enhanced Wi-Fi Sensing for Monitoring and Security

We’ve developed a Wi-Fi Access Point system that integrates AI neural networks, bestowing APs with sophisticated sensing abilities.

These AI-boosted APs can detect the presence of people in a space and can even discern through barriers. Networked APs utilize AI to enhance security, track individuals, and monitor health conditions.

This leap in Wi-Fi tech combines widespread connectivity with AI’s keen intelligence, creating a new standard in smart environmental monitoring.

Our system showcases the transformative power of AI neural networks in upgrading Wi-Fi infrastructure, providing a seamless solution for real-time spatial analysis without extra hardware.

Project 12
Project 13
#MCU #AI #Edge

Advancing Edge Intelligence: Precision Object Detection with Low-Power MCUs

We crafted a cutting-edge microcontroller unit (MCU) that epitomizes smart, energy-efficient object detection at the edge of technological innovation.

This MCU excels in learning to discern various object types and precisely locates them within a camera’s visual range, all on a battery-friendly regime. Its precision in detection and low-energy footprint establish it as an indispensable tool for myriad applications.

Essential for autonomous vehicles, it ensures real-time identification of obstacles, facilitating safe navigation. In retail, it transforms inventory management with seamless tracking, while in security, it offers vigilant perimeter monitoring. This MCU redefines industry capabilities, uniting advanced object recognition with great energy efficiency for high-performance outcomes.

Advancing Edge Intelligence with Low-Power MCUs

We crafted a cutting-edge microcontroller unit (MCU) that epitomizes smart, energy-efficient object detection at the edge of technological innovation.

This MCU excels in learning to discern various object types and precisely locates them within a camera’s visual range, all on a battery-friendly regime. Its precision in detection and low-energy footprint establish it as an indispensable tool for myriad applications.

This leap in Wi-Fi tech combines widespread connectivity with AI’s keen intelligence, creating a new standard in smart environmental monitoring.

Essential for autonomous vehicles, it ensures real-time identification of obstacles, facilitating safe navigation. In retail, it transforms inventory management with seamless tracking, while in security, it offers vigilant perimeter monitoring. This MCU redefines industry capabilities, uniting advanced object recognition with great energy efficiency for high-performance outcomes.

#Mesh #Wi-Fi

Extending the Effective Lifespan of Legacy CPE

Leveraging cloud services and custom software, we transformed outdated home networking equipment into high-performance, revenue-generating Wi-Fi systems.

By enabling advanced mesh networking capabilities and optimization features on previously deployed residential gateways, we addressed significant coverage and communication challenges, particularly in South American homes with difficult building materials.

This initiative has empowered users across four countries to enjoy enhanced Wi-Fi coverage and performance, extending the lifecycle of existing devices and opening new revenue streams for service providers.

Extending the Effective Lifespan of Legacy CPE

Leveraging cloud services and custom software, we transformed outdated home networking equipment into high-performance, revenue-generating Wi-Fi systems.

By enabling advanced mesh networking capabilities and optimization features on previously deployed residential gateways, we addressed significant coverage and communication challenges, particularly in South American homes with difficult building materials.

This initiative has empowered users across four countries to enjoy enhanced Wi-Fi coverage and performance, extending the lifecycle of existing devices and opening new revenue streams for service providers.

#IoT #NetworkReliability

Enhanced Wi-Fi reliability in Industrial Settings

Our team developed and maintained key features for Industrial IoT Access Points, enhancing data reliability in Wi-Fi networks.

We implemented Parallel Redundancy Protocol (PRP) and Dynamic Link Forwarding (DLF) to improve wireless efficiency and reliability in environments such as mining sites and high-speed trains.

Our approach included feature development, rigorous quality assurance, and the integration of automation to ensure the delivery of robust wireless solutions for the industrial sector.

Enhanced Wi-Fi reliability in Industrial Settings

Our team developed and maintained key features for Industrial IoT Access Points, enhancing data reliability in Wi-Fi networks.

We implemented Parallel Redundancy Protocol (PRP) and Dynamic Link Forwarding (DLF) to improve wireless efficiency and reliability in environments such as mining sites and high-speed trains.

Our approach included feature development, rigorous quality assurance, and the integration of automation to ensure the delivery of robust wireless solutions for the industrial sector.

#IoT #NetworkReliability

Tuning Real-World Wi-Fi 7 Chip Performance

In collaboration with a prominent Wi-Fi silicon vendor, we integrated Wi-Fi 7 technology into a cutting-edge chip, enhancing enterprise wireless capabilities. Our joint effort produced the inaugural Wi-Fi 7 proof-of-concept enterprise access point, showcasing the vendor’s sophisticated SoC and software capabilities on an enterprise Wi-Fi framework.

This technical endeavor pushed the hardware to its near-theoretical performance limits and smoothed out the complexities of software integration. By refining the connection between the vendor’s driver APIs and the enterprise client’s systems, we filled critical gaps and facilitated a mutual understanding of the technology.

The result was a streamlined showcase of the vendor’s solution, opening doors to advanced, reliable wireless networking for businesses. This project was not just a technological leap but also a testament to strategic partnership and innovation in the field of enterprise wireless networking.

Tuning Real-World Wi-Fi 7 Chip Performance

In collaboration with a prominent Wi-Fi silicon vendor, we integrated Wi-Fi 7 technology into a cutting-edge chip, enhancing enterprise wireless capabilities.

Our joint effort produced the inaugural Wi-Fi 7 proof-of-concept enterprise access point, showcasing the vendor’s sophisticated SoC and software capabilities on an enterprise Wi-Fi framework.

This technical endeavor pushed the hardware to its near-theoretical performance limits and smoothed out the complexities of software integration. By refining the connection between the vendor’s driver APIs and the enterprise client’s systems, we filled critical gaps and facilitated a mutual understanding of the technology.

The result was a streamlined showcase of the vendor’s solution, opening doors to advanced, reliable wireless networking for businesses. This project was not just a technological leap but also a testament to strategic partnership and innovation in the field of enterprise wireless networking.

#M2M #Mesh

Managing Agricultural Fleets with M2M Communication

Our collaboration with a leader in agriculture explored the viability of Wi-Fi Mesh technology in farm machinery, yielding significant strides in Machine-to-Machine (M2M) communication.

Assessing various hardware solutions and mesh protocols, we identified those best suited for the unique demands of the agricultural environment. The chosen solution supported lower data rates, extended ranges, and the flexibility to frequently reconfigure the mesh network as machines traversed expansive farmlands.

This innovation not only met the distinctive needs of the sector but also amplified operational efficiency and safety with robust wireless communication.

Managing Agricultural Fleets with M2M Communication

Our collaboration with a leader in agriculture explored the viability of Wi-Fi Mesh technology in farm machinery, yielding significant strides in Machine-to-Machine (M2M) communication.

Assessing various hardware solutions and mesh protocols, we identified those best suited for the unique demands of the agricultural environment. The chosen solution supported lower data rates, extended ranges, and the flexibility to frequently reconfigure the mesh network as machines traversed expansive farmlands.

This innovation not only met the distinctive needs of the sector but also amplified operational efficiency and safety with robust wireless communication.

#EnterpriseWireless #6G #Radios

Next-Generation Wireless Monitoring for Enhanced Network Insights

In partnership with a top-tier enterprise wireless LAN developer, we upgraded wireless sensor capabilities, a pivotal technology for network quality, security, and availability. Our innovations enabled new methods for continuous network monitoring and packet analysis, ensuring superior service delivery. Challenges like limited packet tapping and enabling monitor mode for 6G were overcome, alongside addressing the need for comprehensive Radiotap Header preparation.

We advanced monitor mode functionality, incorporated support for Wi-Fi 6 and 6E, and crafted an extensive UXI dashboard. The initiative led to enhanced client connectivity monitoring, deeper network insights, and reinforced stability for wireless sensors.

Next-Gen Wireless Monitoring for Enhanced Insights

In partnership with a top-tier enterprise wireless LAN developer, we upgraded wireless sensor capabilities, a pivotal technology for network quality, security, and availability.

Our innovations enabled new methods for continuous network monitoring and packet analysis, ensuring superior service delivery. Challenges like limited packet tapping and enabling monitor mode for 6G were overcome, alongside addressing the need for comprehensive Radiotap Header preparation.

We advanced monitor mode functionality, incorporated support for Wi-Fi 6 and 6E, and crafted an extensive UXI dashboard. The initiative led to enhanced client connectivity monitoring, deeper network insights, and reinforced stability for wireless sensors.

#SoC #Firmware

Pioneering Wi-Fi 6/6E Silicon for Tiny IoT Devices

Collaborating with a well-respected silicon vendor, our team played a pivotal role in pioneering the development of a state-of-the-art Wi-Fi 6/6E IoT chip, meeting the challenge of integrating advanced security and performance features within a compact SoC.

By reducing emulator initialization time by 400%, completing firmware bring-up in just 2 days, and ensuring on-time delivery, we significantly accelerated the product’s launch.

Our solution not only streamlined the secure boot process but also set a new benchmark for performance and interoperability, readying the chip for deployment in diverse IoT applications.

Pioneering Wi-Fi 6/6E Silicon for Tiny IoT Devices

Collaborating with a well-respected silicon vendor, our team played a pivotal role in pioneering the development of a state-of-the-art Wi-Fi 6/6E IoT chip.

By reducing emulator initialization time by 400%, completing firmware bring-up in just 2 days, and ensuring on-time delivery, we significantly accelerated the product’s launch.

Our solution not only streamlined the secure boot process but also set a new benchmark for performance and interoperability, readying the chip for deployment in diverse IoT applications.

#ML #Intelligence #Wi-Fi

Real-Time Wi-Fi Analysis: Peak Performance & Efficiency

To revolutionize Wi-Fi connectivity, we developed a real-time Wi-Fi environment analysis system designed to detect network issues, find optimal communication paths, and reduce power consumption, while enhancing overall coverage.

Utilizing advanced algorithms and ML techniques, the system dynamically adjusts to network conditions, intelligently optimizing user experience by navigating the complexities of varying Wi-Fi environments.

This led to the creation of a smarter Wi-Fi ecosystem that significantly lowers energy usage, contributing to operational cost savings and environmental sustainability. Users benefit from a superior connection that intelligently adapts to their needs, providing robust coverage and high-speed internet without wasting power.

Real-Time Wi-Fi Analysis: Peak Performance & Efficiency

To revolutionize Wi-Fi connectivity, we developed a real-time Wi-Fi environment analysis system designed to detect network issues, find optimal communication paths, and reduce power consumption.

Utilizing advanced algorithms and ML techniques, the system dynamically adjusts to network conditions, intelligently optimizing user experience by navigating the complexities of varying Wi-Fi environments.

This led to the creation of a smarter Wi-Fi ecosystem that significantly lowers energy usage, contributing to operational cost savings and environmental sustainability. Users benefit from a superior connection that intelligently adapts to their needs, providing robust coverage and high-speed internet without wasting power.

Project 11
Project 12
#MCU #AI #Edge

Advancing Edge Intelligence: Precision Object Detection with Low-Power MCUs

We crafted a cutting-edge microcontroller unit (MCU) that epitomizes smart, energy-efficient object detection at the edge of technological innovation.

This MCU excels in learning to discern various object types and precisely locates them within a camera’s visual range, all on a battery-friendly regime. Its precision in detection and low-energy footprint establish it as an indispensable tool for myriad applications.

Essential for autonomous vehicles, it ensures real-time identification of obstacles, facilitating safe navigation. In retail, it transforms inventory management with seamless tracking, while in security, it offers vigilant perimeter monitoring. This MCU redefines industry capabilities, uniting advanced object recognition with great energy efficiency for high-performance outcomes.

Advancing Edge Intelligence with Low-Power MCUs

We crafted a cutting-edge microcontroller unit (MCU) that epitomizes smart, energy-efficient object detection at the edge of technological innovation.

This MCU excels in learning to discern various object types and precisely locates them within a camera’s visual range, all on a battery-friendly regime. Its precision in detection and low-energy footprint establish it as an indispensable tool for myriad applications.

This leap in Wi-Fi tech combines widespread connectivity with AI’s keen intelligence, creating a new standard in smart environmental monitoring.

Essential for autonomous vehicles, it ensures real-time identification of obstacles, facilitating safe navigation. In retail, it transforms inventory management with seamless tracking, while in security, it offers vigilant perimeter monitoring. This MCU redefines industry capabilities, uniting advanced object recognition with great energy efficiency for high-performance outcomes.

#NeuralNetworks #Detection

AI-Enhanced Wi-Fi Sensing: Revolutionizing Space Monitoring and Security

We’ve developed a Wi-Fi Access Point system that integrates AI neural networks, bestowing APs with sophisticated sensing abilities. These AI-boosted APs can detect the presence of people in a space and can even discern through barriers. Networked APs utilize AI to enhance security, track individuals, and monitor health conditions.

This leap in Wi-Fi tech combines widespread connectivity with AI’s keen intelligence, creating a new standard in smart environmental monitoring.

Our system showcases the transformative power of AI neural networks in upgrading Wi-Fi infrastructure, providing a seamless solution for real-time spatial analysis without extra hardware.

AI-Enhanced Wi-Fi Sensing for Monitoring and Security

We’ve developed a Wi-Fi Access Point system that integrates AI neural networks, bestowing APs with sophisticated sensing abilities.

These AI-boosted APs can detect the presence of people in a space and can even discern through barriers. Networked APs utilize AI to enhance security, track individuals, and monitor health conditions.

This leap in Wi-Fi tech combines widespread connectivity with AI’s keen intelligence, creating a new standard in smart environmental monitoring.

Our system showcases the transformative power of AI neural networks in upgrading Wi-Fi infrastructure, providing a seamless solution for real-time spatial analysis without extra hardware.

Project 13

#Security #CaptivePortal #SAML

Upgrading a Prominent Threat Defense Platform

In a significant innovation, our team markedly enhanced the software capabilities of a prominent thread defense and management system both on device and in the cloud.

Leveraging Microservices Architecture, Docker, and the publisher-subscriber model, we implemented critical Identity Source features and leveraged our expertise in security products including Access point controllers.

Our team enhanced system capabilities with SAML, Captive Portal, and developed innovations like the Passive Authentication Directory Agent and simplified cloud configurations, ensuring the delivery of sophisticated, reliable, and easily integrated security solutions.

Upgrading a Prominent In a significant innovation, our team markedly enhanced the software capabilities of a prominent thread defense and management system both on device and in the cloud.

Leveraging Microservices Architecture, Docker, and the publisher-subscriber model, we implemented critical Identity Source features and leveraged our expertise in security products including Access point controllers.

Our team enhanced system capabilities with SAML, Captive Portal, and developed innovations like the Passive Authentication Directory Agent and simplified cloud configurations, ensuring the delivery of sophisticated, reliable, and easily integrated security solutions.

#AI #ML

Slashing Home Wi-Fi Support Calls with AI

Our project has mitigated customer support requirements for a major optical network service provider by employing AI to predict service-related calls with 98% accuracy.

This innovative approach uses machine learning to analyze data from home network devices and customer interactions, identifying key metrics that indicate potential issues.

By enabling proactive self-healing actions and providing support representatives with immediate insights, our solution drastically reduces support calls [by 30% or more] and enhances customer satisfaction, setting a new benchmark for intelligent network management.

Slashing Home Wi-Fi Support Calls with AI

Our project has mitigated customer support requirements for a major optical network service provider by employing AI to predict service-related calls with 98% accuracy.

This innovative approach uses machine learning to analyze data from home network devices and customer interactions, identifying key metrics that indicate potential issues.

By enabling proactive self-healing actions and providing support representatives with immediate insights, our solution drastically reduces support calls [by 30% or more] and enhances customer satisfaction, setting a new benchmark for intelligent network management.

#MeshNetwork #PrplOS #Containerization

Revolutionizing CPE Management with Prpl Foundation’s Lifecycle Management Technology

Our team worked with a global network infrastructure provider, by integrating Prpl Foundation’s Lifecycle Management (LCM) technology into Maxlinear URX gateway platforms.

This solution, running on OpenWRT and PrplOS, allows for the dynamic management of containerized applications, significantly enhancing service delivery and orchestration capabilities. The implementation supports advanced features like software component lifecycle management independent of firmware, enabling remote installation, updating and management of applications.

This advancement provides a robust framework for deploying and managing new services, including security and Wi-Fi management, through an innovative App Store mode.

Revolutionizing CPE Management with LCM Technology

Our team worked with a global network infrastructure provider, by integrating Prpl Foundation’s Lifecycle Management (LCM) technology into Maxlinear URX gateway platforms.

This solution, running on OpenWRT and PrplOS, allows for the dynamic management of containerized applications, significantly enhancing service delivery and orchestration capabilities. The implementation supports advanced features like software component lifecycle management independent of firmware, enabling remote installation, updating and management of applications.

This advancement provides a robust framework for deploying and managing new services, including security and Wi-Fi management, through an innovative App Store mode.

#TopologySimulation #MeshNetwork

Future-Proofing HVAC Management with Advanced Wireless Mesh Technology

We partnered with a leading HVAC solutions provider to tackle the challenge of complex HVAC system setups in both residential and commercial spaces.

By leveraging a sophisticated wireless mesh network powered by PrplMesh, we developed a system capable of seamless communication among up to 100 HVAC units. The solution includes a brand new topology simulator for optimal network configuration and a custom PrplMesh Integration for enhanced network management.

This approach significantly reduced infrastructure costs and setup time while ensuring scalable, efficient and flexible HVAC management.

Future-Proofing HVAC with Advanced Mesh Tech

We partnered with a leading HVAC solutions provider to tackle the challenge of complex HVAC system setups in both residential and commercial spaces.

By leveraging a sophisticated wireless mesh network powered by PrplMesh, we developed a system capable of seamless communication among up to 100 HVAC units. The solution includes a brand new topology simulator for optimal network configuration and a custom PrplMesh Integration for enhanced network management.

This approach significantly reduced infrastructure costs and setup time while ensuring scalable, efficient and flexible HVAC management.

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Edge Ahead with embedUR

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