To the Edge and Beyond

In this episode of To the Edge and Beyond, host Michelle Dawn Mooney explores how Intel's AI solutions are revolutionizing education. Joined by Chris O'Malley, General Manager of Intel's Health, Education & Consumer Industries; Bharath Srivats, Marketing Manager at Intel; and Paulo Costa, VP of Sales at Critical Links, the conversation delves into the transformative power of AI in education, particularly in emerging markets.The discussion highlights Intel's on-device, offline AI models, which enable personalized learning paths for students while reducing dependency on cloud infrastructure. “AI tutors have the potential to shift learning outcomes by providing customized feedback and pacing,” says Chris O'Malley. This innovation addresses the long-standing challenge of scaling one-on-one tutoring to large classrooms.Paulo Costa emphasizes the importance of bridging the digital divide: “Emerging markets need cost-effective, offline AI solutions to empower students and teachers without reliable internet access.” Critical Links' C3 Micro Cloud, powered by Intel Core Ultra processors, is designed for exactly this purpose. This robust system delivers AI capabilities tailored for rural and underserved schools, ensuring data privacy, local adaptability, and resilience to challenging environments.Intel's Core Ultra processors bring groundbreaking performance and affordability, enabling smaller institutions to deploy AI at scale. “We've reduced latency by five times and increased throughput by over two times, making AI accessible even in resource-constrained environments,” Costa adds.The episode also underscores the collaboration between Intel and partners like Critical Links to ensure technology addresses educational challenges. “It's not just about innovation,” says O'Malley. “It's about creating solutions that genuinely transform learning experiences for students worldwide.”Ready to explore how AI can transform your classrooms? Visit our resources to learn more about Intel's education technology solutions. Connect with our guests on LinkedIn for further insights and collaboration opportunities.Chris O'MalleyBharath SrivatsPaulo CostaSubscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

In this episode of To the Edge and Beyond, host Michelle Dawn Mooney explores how Intel's AI solutions are revolutionizing education. Joined by Chris O'Malley, General Manager of Intel's Health, Education & Consumer Industries; Bharath Srivats, Marketing Manager at Intel; and Paulo Costa, VP of Sales at Critical Links, the conversation delves into the transformative power of AI in education, particularly in emerging markets.The discussion highlights Intel's on-device, offline AI models, which enable personalized learning paths for students while reducing dependency on cloud infrastructure. “AI tutors have the potential to shift learning outcomes by providing customized feedback and pacing,” says Chris O'Malley. This innovation addresses the long-standing challenge of scaling one-on-one tutoring to large classrooms.Paulo Costa emphasizes the importance of bridging the digital divide: “Emerging markets need cost-effective, offline AI solutions to empower students and teachers without reliable internet access.” Critical Links' C3 Micro Cloud, powered by Intel Core Ultra processors, is designed for exactly this purpose. This robust system delivers AI capabilities tailored for rural and underserved schools, ensuring data privacy, local adaptability, and resilience to challenging environments.Intel's Core Ultra processors bring groundbreaking performance and affordability, enabling smaller institutions to deploy AI at scale. “We've reduced latency by five times and increased throughput by over two times, making AI accessible even in resource-constrained environments,” Costa adds.The episode also underscores the collaboration between Intel and partners like Critical Links to ensure technology addresses educational challenges. “It's not just about innovation,” says O'Malley. “It's about creating solutions that genuinely transform learning experiences for students worldwide.”Ready to explore how AI can transform your classrooms? Visit our resources to learn more about Intel's education technology solutions. Connect with our guests on LinkedIn for further insights and collaboration opportunities.Chris O'MalleyBharath SrivatsPaulo CostaSubscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

India's retail sector is experiencing a digital revolution, and Intel's Retail in a Box is leading the charge. In this episode of To the Edge and Beyond, host Michelle Dawn Mooney explores how this innovative solution integrates AI-driven analytics and advanced POS systems to streamline operations for India's 10-13 million kirana stores and small retailers.Joining the discussion are Arun Raghavan (Head Sales, Distribution and Channel, Intel India), Gaurav Chauhan (Product Manager, TVS Electronics), and Rishi Palekar (Managing Director, Aurify). Together, they shed light on how Retail in a Box addresses challenges like workload consolidation, inventory optimization, and customer engagement.“Retail in a Box brings Intel's cutting-edge technology to the edge, enabling real-time analytics and cost-efficient operations,” says Arun Raghavan. By leveraging Intel processors and the OpenVINO toolkit, retailers can now deliver faster billing, reduce latency, and provide tailored customer experiences.For small store owners, the solution simplifies tech adoption. “We consolidate all operations – from billing to customer analytics – into a ready-to-use package that retailers can deploy in 30 minutes,” explains Gaurav Chauhan. Meanwhile, Rishi Palekar emphasizes how AI empowers small businesses: “AI provides actionable insights into customer behavior, optimizes inventory, and reduces costs, enabling kirana stores to stay competitive.”The Make in India initiative further strengthens this solution, ensuring cost-effective, locally manufactured hardware tailored to Indian markets. Intel's collaboration with TVS Electronics and Aurify guarantees scalability and ongoing support for retailers across the country.Connect with our guests on LinkedIn!Arun Raghavan Gaurav Chauhan Rishi Palekar Subscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

India's retail sector is experiencing a digital revolution, and Intel's Retail in a Box is leading the charge. In this episode of To the Edge and Beyond, host Michelle Dawn Mooney explores how this innovative solution integrates AI-driven analytics and advanced POS systems to streamline operations for India's 10-13 million kirana stores and small retailers.Joining the discussion are Arun Raghavan (Head Sales, Distribution and Channel, Intel India), Gaurav Chauhan (Product Manager, TVS Electronics), and Rishi Palekar (Managing Director, Aurify). Together, they shed light on how Retail in a Box addresses challenges like workload consolidation, inventory optimization, and customer engagement.“Retail in a Box brings Intel's cutting-edge technology to the edge, enabling real-time analytics and cost-efficient operations,” says Arun Raghavan. By leveraging Intel processors and the OpenVINO toolkit, retailers can now deliver faster billing, reduce latency, and provide tailored customer experiences.For small store owners, the solution simplifies tech adoption. “We consolidate all operations – from billing to customer analytics – into a ready-to-use package that retailers can deploy in 30 minutes,” explains Gaurav Chauhan. Meanwhile, Rishi Palekar emphasizes how AI empowers small businesses: “AI provides actionable insights into customer behavior, optimizes inventory, and reduces costs, enabling kirana stores to stay competitive.”The Make in India initiative further strengthens this solution, ensuring cost-effective, locally manufactured hardware tailored to Indian markets. Intel's collaboration with TVS Electronics and Aurify guarantees scalability and ongoing support for retailers across the country.Connect with our guests on LinkedIn!Arun Raghavan Gaurav Chauhan Rishi Palekar Subscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

The grocery retail industry in India is undergoing a major transformation, driven by AI-powered solutions that bridge the gap between online and offline experiences. In this episode of To the Edge and Beyond, Michelle Dawn Mooney speaks with Rakshit Daga, Chief Product & Technology Officer at BigBasket; Raghavendra Bhat, Principal Engineer at Intel Corporation; Nitin Bajaj, Director, SMG at Intel Corporation; and D. Baskaramoorthy, Vice President Sales at Posiflex India.Rakshit Daga shares how BigBasket uses computer vision-based self-checkout to streamline operations in physical stores. “AI helps us provide a seamless and efficient shopping experience for customers. Our edge-based checkout systems identify products, weigh them, and bill instantly without human intervention. This innovation drives operational efficiency while delighting customers.”To achieve real-time performance, Raghavendra Bhat discusses how Intel's Tiger Edge Platform powers AI inferencing at the edge. “Moving AI closer to the store reduces latency and bandwidth costs while enabling a faster checkout process. Intel's edge solution ensures cloud-like ease of management, giving retailers greater flexibility and scalability.”Hardware plays a pivotal role in this ecosystem. D. Baskaramoorthy highlights how Posiflex customizes dual OS POS systems to meet BigBasket's specific requirements. “Our hardware integrates weighing scales, scanners, and AI-driven recognition into a single device, providing a seamless sub-30-second checkout experience that keeps customers coming back.”Nitin Bajaj emphasizes the power of collaboration: “Intel's ecosystem strategy connects technology partners to build innovative, scalable solutions. The collaboration between Intel, BigBasket, and Posiflex demonstrates how AI can transform the retail landscape.”By integrating AI and edge computing, this partnership sets new benchmarks for omnichannel retail, enhancing customer satisfaction and operational efficiency.You can reach out to our guests on LinkedIn:Rakshit DagaRaghavendra BhatNitin BajajD. BaskaramoorthySubscribe to To The Edge & Beyond podcast on Apple Podcasts and Spotify to stay updated with more insights from leaders in the Intel and Edge Network group.

The grocery retail industry in India is undergoing a major transformation, driven by AI-powered solutions that bridge the gap between online and offline experiences. In this episode of To the Edge and Beyond, Michelle Dawn Mooney speaks with Rakshit Daga, Chief Product & Technology Officer at BigBasket; Raghavendra Bhat, Principal Engineer at Intel Corporation; Nitin Bajaj, Director, SMG at Intel Corporation; and D. Baskaramoorthy, Vice President Sales at Posiflex India.Rakshit Daga shares how BigBasket uses computer vision-based self-checkout to streamline operations in physical stores. “AI helps us provide a seamless and efficient shopping experience for customers. Our edge-based checkout systems identify products, weigh them, and bill instantly without human intervention. This innovation drives operational efficiency while delighting customers.”To achieve real-time performance, Raghavendra Bhat discusses how Intel's Tiger Edge Platform powers AI inferencing at the edge. “Moving AI closer to the store reduces latency and bandwidth costs while enabling a faster checkout process. Intel's edge solution ensures cloud-like ease of management, giving retailers greater flexibility and scalability.”Hardware plays a pivotal role in this ecosystem. D. Baskaramoorthy highlights how Posiflex customizes dual OS POS systems to meet BigBasket's specific requirements. “Our hardware integrates weighing scales, scanners, and AI-driven recognition into a single device, providing a seamless sub-30-second checkout experience that keeps customers coming back.”Nitin Bajaj emphasizes the power of collaboration: “Intel's ecosystem strategy connects technology partners to build innovative, scalable solutions. The collaboration between Intel, BigBasket, and Posiflex demonstrates how AI can transform the retail landscape.”By integrating AI and edge computing, this partnership sets new benchmarks for omnichannel retail, enhancing customer satisfaction and operational efficiency.You can reach out to our guests on LinkedIn:Rakshit DagaRaghavendra BhatNitin BajajD. BaskaramoorthySubscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

The banking industry in India is undergoing a transformative shift, leveraging cutting-edge technology to enhance customer experiences and modernize branches. On the latest episode of The Edge & Beyond podcast, Michelle Dawn Mooney hosts a conversation with influential leaders from Intel and Bits & Bytes Integrators Private Limited. Together, they discuss how their partnership is revolutionizing the banking sector through the Digital Experience Center project, focusing on the integration of AI, edge computing, and Intel's advanced processors.Amit Jain of Bits & Bytes highlights the impact of their partnership, stating, “Intel's technology allows us to develop scalable and secure banking solutions tailored for the diverse needs of the Indian market. Our ‘Banking on Wheels' initiative brings essential banking services directly to rural communities.” Intel's Rahul Malhotra underscores the importance of collaboration, “By combining Intel's robust technology with Bits & Bytes' expertise, we're able to deliver innovative solutions that not only meet customer demands but also transform the operational efficiency of branches.”The discussion covers key trends in Indian banking, including the importance of digitization in both urban and rural areas, and how AI-driven solutions are reshaping customer interactions. The guests also emphasize the significance of offering secure and adaptable kiosks that support the varied needs of public, private, and cooperative banks.For an in-depth look at how Intel and Bits & Bytes are driving digital transformation in banking, listen to the podcast and connect with the guests:Rahul MalhotraAmit JainSubscribe to The Edge & Beyond podcast on Apple Podcasts and Spotify to stay updated with more insights from leaders in the Intel and Edge Network group.

The banking industry in India is undergoing a transformative shift, leveraging cutting-edge technology to enhance customer experiences and modernize branches. On the latest episode of The Edge & Beyond podcast, Michelle Dawn Mooney hosts a conversation with influential leaders from Intel and Bits & Bytes Integrators Private Limited. Together, they discuss how their partnership is revolutionizing the banking sector through the Digital Experience Center project, focusing on the integration of AI, edge computing, and Intel's advanced processors.Amit Jain of Bits & Bytes highlights the impact of their partnership, stating, “Intel's technology allows us to develop scalable and secure banking solutions tailored for the diverse needs of the Indian market. Our ‘Banking on Wheels' initiative brings essential banking services directly to rural communities.” Intel's Rahul Malhotra underscores the importance of collaboration, “By combining Intel's robust technology with Bits & Bytes' expertise, we're able to deliver innovative solutions that not only meet customer demands but also transform the operational efficiency of branches.”The discussion covers key trends in Indian banking, including the importance of digitization in both urban and rural areas, and how AI-driven solutions are reshaping customer interactions. The guests also emphasize the significance of offering secure and adaptable kiosks that support the varied needs of public, private, and cooperative banks.For an in-depth look at how Intel and Bits & Bytes are driving digital transformation in banking, listen to the podcast and connect with the guests:Rahul MalhotraAmit JainSubscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

In this episode of The Edge and Beyond, host Michelle Dawn Mooney dives into the intersection of retro gaming and advanced technology with Brent Bushnell, Executive Producer at Strange Outfit, and Morgan Andersen, Vertical Segment Manager at Intel Corporation. Together, they discuss the DIY Artcade project, a build-it-yourself arcade kit that is inspiring students and hobbyists alike with its unique blend of arcade nostalgia and cutting-edge tech.Bushnell introduces the DIY Artcade as a project designed to give students a hands-on approach to learning. “Our goal is to make tech education fun and accessible. With open-source tools and an affordable price point, students can build their own arcade cabinets, develop programming and electronics skills, and even start entrepreneurial ventures,” he explains. “Imagine a high school student placing their arcade in a local coffee shop and splitting revenue with the owner—it's learning by doing in the best way.”The DIY Artcade project is powered by Intel's Mini Compute Module, which provides the necessary processing power for a seamless arcade experience without requiring a separate server. Andersen shares, “Intel's technology allows these DIY units to operate efficiently and reliably, which is essential for making the experience smooth and accessible. We're thrilled to support projects that inspire the next generation of STEM students.”In addition to technical skills, the DIY Artcade kit promotes entrepreneurship by offering students a tangible way to learn about business models through real-world applications. Bushnell adds, “From coding to configuring payment systems, these students gain a full spectrum of skills that prepare them for careers in tech and beyond.”The DIY Artcade is more than just a gaming project; it's a gateway to technology, creativity, and business learning for students. With support from Intel, Strange Outfit is bringing the spirit of the arcade back to life, empowering students to build, innovate, and imagine.Brent BushnellMorgan AndersenSubscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

In this episode of The Edge and Beyond, host Michelle Dawn Mooney dives into the intersection of retro gaming and advanced technology with Brent Bushnell, Executive Producer at Strange Outfit, and Morgan Andersen, Vertical Segment Manager at Intel Corporation. Together, they discuss the DIY Artcade project, a build-it-yourself arcade kit that is inspiring students and hobbyists alike with its unique blend of arcade nostalgia and cutting-edge tech.Bushnell introduces the DIY Artcade as a project designed to give students a hands-on approach to learning. “Our goal is to make tech education fun and accessible. With open-source tools and an affordable price point, students can build their own arcade cabinets, develop programming and electronics skills, and even start entrepreneurial ventures,” he explains. “Imagine a high school student placing their arcade in a local coffee shop and splitting revenue with the owner—it's learning by doing in the best way.”The DIY Artcade project is powered by Intel's Mini Compute Module, which provides the necessary processing power for a seamless arcade experience without requiring a separate server. Andersen shares, “Intel's technology allows these DIY units to operate efficiently and reliably, which is essential for making the experience smooth and accessible. We're thrilled to support projects that inspire the next generation of STEM students.”In addition to technical skills, the DIY Artcade kit promotes entrepreneurship by offering students a tangible way to learn about business models through real-world applications. Bushnell adds, “From coding to configuring payment systems, these students gain a full spectrum of skills that prepare them for careers in tech and beyond.”The DIY Artcade is more than just a gaming project; it's a gateway to technology, creativity, and business learning for students. With support from Intel, Strange Outfit is bringing the spirit of the arcade back to life, empowering students to build, innovate, and imagine.Brent BushnellMorgan AndersenSubscribe to To The Edge and Beyond on Apple Podcasts and Spotify for more insights from Intel's Internet of Things Group.

The education and BFSI sectors in India are embracing desktop virtualization to modernize their operations and reduce costs. In the latest episode of The Edge & Beyond podcast, Michelle Dawn Mooney hosts a discussion with key figures from Intel and INP, focusing on how their partnership is reshaping computing for these sectors through the Intelligent Desktop Virtualization (IDV) initiative.Ashish Agarwal of Intel explains the vision, stating, “IDV addresses the limitations of traditional thin clients, offering scalable and robust solutions tailored for the evolving demands of modern ICT labs and banking environments.” Manoj Dubey of INP adds, “With Intel's technology, we're developing cost-effective, high-performance solutions that transform the user experience, especially in remote and underserved areas.”The episode highlights the importance of reducing Total Cost of Ownership (TCO) while leveraging AI and Intel's 12th Gen processors to deliver immersive, multimedia-rich experiences. The guests also discuss future developments, including expanded use cases beyond education and BFSI.For more on how Intel and INP are driving desktop virtualization in India, listen to the podcast and connect with the guests:Ashish AgarwalManoj DubeySubscribe to To The Edge & Beyond podcast on Apple Podcasts and Spotify for more insights from leaders in the Intel and Edge Network group.

The education and BFSI sectors in India are embracing desktop virtualization to modernize their operations and reduce costs. In the latest episode of The Edge & Beyond podcast, Michelle Dawn Mooney hosts a discussion with key figures from Intel and INP, focusing on how their partnership is reshaping computing for these sectors through the Intelligent Desktop Virtualization (IDV) initiative.Ashish Agarwal of Intel explains the vision, stating, “IDV addresses the limitations of traditional thin clients, offering scalable and robust solutions tailored for the evolving demands of modern ICT labs and banking environments.” Manoj Dubey of INP adds, “With Intel's technology, we're developing cost-effective, high-performance solutions that transform the user experience, especially in remote and underserved areas.”The episode highlights the importance of reducing Total Cost of Ownership (TCO) while leveraging AI and Intel's 12th Gen processors to deliver immersive, multimedia-rich experiences. The guests also discuss future developments, including expanded use cases beyond education and BFSI.For more on how Intel and INP are driving desktop virtualization in India, listen to the podcast and connect with the guests:Ashish AgarwalManoj DubeySubscribe to To The Edge & Beyond podcast on Apple Podcasts and Spotify for more insights from leaders in the Intel and Edge Network group.

In the latest episode of The Edge and Beyond podcast, Michelle Dawn Mooney dives into the transformative role of technology in education, highlighting Intel's Connected Education Kits. Developed in partnership with ApplianSys, these kits are designed to bring quality digital learning to underserved and remote communities. The discussion explores how these kits are a game-changer for regions with limited access to IT infrastructure and connectivity, offering a scalable, integrated solution that minimizes costs and maximizes digital learning opportunities.Kayla Balliew, Solutions Engineer at Intel, shares, “The Connected Education Kit brings a full PC experience to students, enabling digital skills development even in challenging environments.” Roger Clark from ApplianSys adds, “Our technology optimizes low-bandwidth connections, ensuring schools can still offer valuable online resources.”The episode sheds light on the collaborative efforts between Intel and ApplianSys and the role of businesses and NGOs in expanding the kit's reach. It also explores the future of digital education in underserved regions, emphasizing AI's role in adaptive learning.For a deeper look at how Intel's Connected Education Kits are making a global impact, listen to the full episode and connect with the guests:Kayla BalliewRoger ClarkSubscribe to The Edge and Beyond on Apple Podcasts and Spotify to keep up with more insights from thought leaders in technology and education.

In the latest episode of The Edge and Beyond podcast, Michelle Dawn Mooney dives into the transformative role of technology in education, highlighting Intel's Connected Education Kits. Developed in partnership with ApplianSys, these kits are designed to bring quality digital learning to underserved and remote communities. The discussion explores how these kits are a game-changer for regions with limited access to IT infrastructure and connectivity, offering a scalable, integrated solution that minimizes costs and maximizes digital learning opportunities.Kayla Balliew, Solutions Engineer at Intel, shares, “The Connected Education Kit brings a full PC experience to students, enabling digital skills development even in challenging environments.” Roger Clark from ApplianSys adds, “Our technology optimizes low-bandwidth connections, ensuring schools can still offer valuable online resources.”The episode sheds light on the collaborative efforts between Intel and ApplianSys and the role of businesses and NGOs in expanding the kit's reach. It also explores the future of digital education in underserved regions, emphasizing AI's role in adaptive learning.For a deeper look at how Intel's Connected Education Kits are making a global impact, listen to the full episode and connect with the guests:Kayla BalliewRoger ClarkSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

In the ongoing exploration of intersectional advancements, the podcast Edge and Beyond focuses today on the groundbreaking intertwining of Artificial Intelligence and neuroscience. Notably present today are Zach Meicler Garcia, an AI solutions architect from Intel Corporation and Dr. Sheila Nirenberg, the founder of BionicSight. They discuss the transformative role neural codes play in AI development and their momentous potential in restoring sight to the blind.Dr. Nirenberg, a seasoned professor and a pioneer in neuroscience, is presently involved in the intriguing journey to discovering the retina's neural code. She elaborates, "The retina's neural code is the brain's language that it uses to understand what one is seeing." The evolutions of this discovery open the doors of possibility, from the creation of treatments for blindness to the progression of computer vision technology.Zach Meicler Garcia, illuminates on how neural codes revolutionize deep learning methods, "Compared to traditional models, neural code models demand significantly less data and offer a more streamlined construct." It is evident, these neural codes are enhancing the world of computer vision with AI algorithms now able to perceive, recognize, and encode dynamics of the world into a neural code.As the dialogue between Nirenberg and Meicler Garcia reaches its conclusion, the conversation sows the seeds for the impactful future of AI learning and healthcare. Identifying the potential spill-over of these neural codes across sectors ranging from robotics to healthcare, and the benefit they bring to these sectors is awe-inspiring. Engage with our guests Dr. Sheila Nirenberg and Zach Meicler Garcia on LinkedIn to delve deeper into the revolutionary technology of neural codes.Zach Meicler GarciaDr. Sheila NirenbergSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

This episode of To the Edge & Beyond is Part 2 of the Edge Neural Technology series, where host Michelle Dawn Mooney is joined by Intel AI experts Zach Meicler-Garcia, Sanjana Kamath, and Sanjay Addicam to explore the groundbreaking advancements in Intel's Edge Neural Technology. This episode delves into the inception, functionality, and far-reaching impact of Neural Code technology, a revolutionary approach to AI model building and training that is reshaping industries like healthcare and education.Zach Meicler-Garcia begins by tracing the origins of Neural Code technology, which draws inspiration from Dr. Sheila Nirenberg's pioneering research at Weill Cornell Medicine. "The neural code mimics the human retina's behavior, extracting key features from a scene and converting them into a format that AI can process efficiently," Garcia explains. This technology reduces reliance on large datasets by focusing on motion and essential features, making it an innovative solution for AI model creation with minimal data inputs.Sanjana Kamath discusses the practical applications and benefits of Neural Code technology, emphasizing its ability to enhance AI explainability. "The Neural Code enables the creation of shallower Convolutional Neural Networks (CNNs), which preserve privacy and remove bias, making them ideal for data-sensitive environments," she highlights. Kamath also underscores how Intel's no-code graphical interfaces and edge training capabilities make advanced AI accessible to users across various sectors, without the need for extensive coding expertise.Sanjay Addicam expands on the technology's potential, particularly in addressing challenges like hallucinations caused by generative AI video algorithms. "Even with limited data, Neural Code ensures accurate AI outputs and supports rapid model building," Addicam explains, pointing to the future of qualitative benchmarking as a game-changer in the AI space.Intel's Edge Neural Technology stands as a major leap forward in AI, offering a blend of accuracy, privacy, and seamless deployment. This revolutionary approach is poised to redefine AI applications across industries, transforming how we interact with technology.Discover more about their cutting-edge technology:Zach Meicler-GarciaSanjana KamathSanjay AddicamSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

This episode of To the Edge & Beyond is Part 3 of a 3-part series on Edge Neural Technology, where host Michelle Dawn Mooney is joined by Intel's AI Solutions Architects Zach Meicler-Garcia and Sanjana Kamath, along with Spencer Stein, CEO and Co-founder of Spiral Health Solutions, to discuss how cutting-edge AI neural technology is revolutionizing healthcare, particularly in chronic pain management. This episode highlights the groundbreaking innovations at the intersection of AI and healthcare, focusing on how these technologies are transforming the diagnosis, management, and treatment of chronic conditions.Stein enthusiastically begins the conversation, stating, "We're not just applying AI; we are fundamentally transforming the approach to chronic pain management." This transformation is a result of the powerful collaboration between Spiral Health's medical expertise and Intel's AI solutions, which aim to personalize and improve patient care through advanced AI-driven systems.Sanjana Kamath expands on the collaboration's broader goals, emphasizing that their mission is to make sophisticated AI technologies accessible and practical for healthcare providers. "Our work with Spiral Health is focused on expanding the reach of these innovations, ensuring healthcare systems can leverage AI to deliver better outcomes," Kamath explains.Zach Meicler-Garcia underscores the synergy between Intel and Spiral Health, noting how their partnership forms a strong platform for innovation in healthcare. "By combining Spiral Health's insights with Intel's AI capabilities, we're able to enhance diagnostics and create predictive models that help manage chronic conditions more effectively," he shares. These advancements in AI neural technology allow for more accurate diagnoses and tailored treatment plans for individual patients.As the discussion comes to a close, Stein invites listeners to upcoming healthcare conventions to see their technologies in action, while all three encourage listeners to stay connected on LinkedIn for the latest updates.Discover more about their cutting-edge technology.Spencer Stein Zach Meicler-GarciaSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

In the ongoing exploration of intersectional advancements, the podcast Edge and Beyond focuses today on the groundbreaking intertwining of Artificial Intelligence and neuroscience. Notably present today are Zach Meicler Garcia, an AI solutions architect from Intel Corporation and Dr. Sheila Nirenberg, the founder of BionicSight. They discuss the transformative role neural codes play in AI development and their momentous potential in restoring sight to the blind.Dr. Nirenberg, a seasoned professor and a pioneer in neuroscience, is presently involved in the intriguing journey to discovering the retina's neural code. She elaborates, "The retina's neural code is the brain's language that it uses to understand what one is seeing." The evolutions of this discovery open the doors of possibility, from the creation of treatments for blindness to the progression of computer vision technology.Zach Meicler Garcia, illuminates on how neural codes revolutionize deep learning methods, "Compared to traditional models, neural code models demand significantly less data and offer a more streamlined construct." It is evident, these neural codes are enhancing the world of computer vision with AI algorithms now able to perceive, recognize, and encode dynamics of the world into a neural code.As the dialogue between Nirenberg and Meicler Garcia reaches its conclusion, the conversation sows the seeds for the impactful future of AI learning and healthcare. Identifying the potential spill-over of these neural codes across sectors ranging from robotics to healthcare, and the benefit they bring to these sectors is awe-inspiring. Engage with our guests Dr. Sheila Nirenberg and Zach Meicler Garcia on LinkedIn to delve deeper into the revolutionary technology of neural codes.Zach Meicler GarciaDr. Sheila NirenbergSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

This episode of To the Edge & Beyond is Part 2 of the Edge Neural Technology series, where host Michelle Dawn Mooney is joined by Intel AI experts Zach Meicler-Garcia, Sanjana Kamath, and Sanjay Addicam to explore the groundbreaking advancements in Intel's Edge Neural Technology. This episode delves into the inception, functionality, and far-reaching impact of Neural Code technology, a revolutionary approach to AI model building and training that is reshaping industries like healthcare and education.Zach Meicler-Garcia begins by tracing the origins of Neural Code technology, which draws inspiration from Dr. Sheila Nirenberg's pioneering research at Weill Cornell Medicine. "The neural code mimics the human retina's behavior, extracting key features from a scene and converting them into a format that AI can process efficiently," Garcia explains. This technology reduces reliance on large datasets by focusing on motion and essential features, making it an innovative solution for AI model creation with minimal data inputs.Sanjana Kamath discusses the practical applications and benefits of Neural Code technology, emphasizing its ability to enhance AI explainability. "The Neural Code enables the creation of shallower Convolutional Neural Networks (CNNs), which preserve privacy and remove bias, making them ideal for data-sensitive environments," she highlights. Kamath also underscores how Intel's no-code graphical interfaces and edge training capabilities make advanced AI accessible to users across various sectors, without the need for extensive coding expertise.Sanjay Addicam expands on the technology's potential, particularly in addressing challenges like hallucinations caused by generative AI video algorithms. "Even with limited data, Neural Code ensures accurate AI outputs and supports rapid model building," Addicam explains, pointing to the future of qualitative benchmarking as a game-changer in the AI space.Intel's Edge Neural Technology stands as a major leap forward in AI, offering a blend of accuracy, privacy, and seamless deployment. This revolutionary approach is poised to redefine AI applications across industries, transforming how we interact with technology.Discover more about their cutting-edge technology:Zach Meicler-GarciaSanjana KamathSanjay AddicamSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

This episode of To the Edge & Beyond is Part 3 of a 3-part series on Edge Neural Technology, where host Michelle Dawn Mooney is joined by Intel's AI Solutions Architects Zach Meicler-Garcia and Sanjana Kamath, along with Spencer Stein, CEO and Co-founder of Spiral Health Solutions, to discuss how cutting-edge AI neural technology is revolutionizing healthcare, particularly in chronic pain management. This episode highlights the groundbreaking innovations at the intersection of AI and healthcare, focusing on how these technologies are transforming the diagnosis, management, and treatment of chronic conditions.Stein enthusiastically begins the conversation, stating, "We're not just applying AI; we are fundamentally transforming the approach to chronic pain management." This transformation is a result of the powerful collaboration between Spiral Health's medical expertise and Intel's AI solutions, which aim to personalize and improve patient care through advanced AI-driven systems.Sanjana Kamath expands on the collaboration's broader goals, emphasizing that their mission is to make sophisticated AI technologies accessible and practical for healthcare providers. "Our work with Spiral Health is focused on expanding the reach of these innovations, ensuring healthcare systems can leverage AI to deliver better outcomes," Kamath explains.Zach Meicler-Garcia underscores the synergy between Intel and Spiral Health, noting how their partnership forms a strong platform for innovation in healthcare. "By combining Spiral Health's insights with Intel's AI capabilities, we're able to enhance diagnostics and create predictive models that help manage chronic conditions more effectively," he shares. These advancements in AI neural technology allow for more accurate diagnoses and tailored treatment plans for individual patients.As the discussion comes to a close, Stein invites listeners to upcoming healthcare conventions to see their technologies in action, while all three encourage listeners to stay connected on LinkedIn for the latest updates.Discover more about their cutting-edge technology.Spencer Stein Zach Meicler-Garcia Sanjana Kamath Subscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

The gaming industry is evolving rapidly, driven by technological advancements and strategic partnerships that enhance the gaming experience. On the latest episode of The Edge & Beyond podcast, Michelle Dawn Mooney is joined by Camilo Dennis, Gaming Partner & Ecosystem Manager at Intel, alongside Keith Watt, Global Product Sales Manager, and Craig Stapleton, Product Director, both from Advantech Gaming Solutions. Together, they explore how their collaboration is reshaping the gaming industry by addressing customer needs, improving time-to-market, and creating cutting-edge gaming solutions.Keith Watt highlights, “Advantech's expertise, combined with Intel's technology, allows us to optimize products for gaming, offering reliability, scalability, and immersive graphics solutions tailored for slot machines.” Craig Stapleton further emphasizes the importance of their longstanding partnership, “Intel's early access to technology roadmaps enables us to align our product development cycles, ensuring we deliver the latest and most effective gaming hardware.”Camilo Dennis underscores Intel's commitment to supporting the gaming segment, “We have a dedicated team focused on casino gaming, ensuring long-term product availability and stability for our partners. Our collaboration with Advantech is instrumental in pushing the boundaries of gaming technology.”Listeners gain insights into the trends shaping gaming technology, including multi-screen immersive experiences and expanding opportunities in markets like Brazil. The guests invite everyone to visit their booth at G2E in Las Vegas to witness the latest advancements firsthand.For an in-depth exploration into the future of gaming, listen to the podcast and connect with the guests:• Camilo Dennis• Keith Watt• Craig StapletonSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

The gaming industry is evolving rapidly, driven by technological advancements and strategic partnerships that enhance the gaming experience. On the latest episode of The Edge & Beyond podcast, Michelle Dawn Mooney is joined by Camilo Dennis, Gaming Partner & Ecosystem Manager at Intel, alongside Keith Watt, Global Product Sales Manager, and Craig Stapleton, Product Director, both from Advantech Gaming Solutions. Together, they explore how their collaboration is reshaping the gaming industry by addressing customer needs, improving time-to-market, and creating cutting-edge gaming solutions.Keith Watt highlights, “Advantech's expertise, combined with Intel's technology, allows us to optimize products for gaming, offering reliability, scalability, and immersive graphics solutions tailored for slot machines.” Craig Stapleton further emphasizes the importance of their longstanding partnership, “Intel's early access to technology roadmaps enables us to align our product development cycles, ensuring we deliver the latest and most effective gaming hardware.”Camilo Dennis underscores Intel's commitment to supporting the gaming segment, “We have a dedicated team focused on casino gaming, ensuring long-term product availability and stability for our partners. Our collaboration with Advantech is instrumental in pushing the boundaries of gaming technology.”Listeners gain insights into the trends shaping gaming technology, including multi-screen immersive experiences and expanding opportunities in markets like Brazil. The guests invite everyone to visit their booth at G2E in Las Vegas to witness the latest advancements firsthand.For an in-depth exploration into the future of gaming, listen to the podcast and connect with the guests:• Camilo Dennis• Keith Watt• Craig StapletonSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts and Spotify to engage with more thought leaders from the Intel and Edge Network group.

The education sector stands at the brink of a transformative era as technological innovation propels learning into new realms of experience. Marcos Silva, Platform Architect Supporting Education and Corporate Segments at Intel, and Luis Marin, Education Ecosystem and Alliances Director at Intel, join forces with moderator Michelle Dawn Mooney on the "To the Edge & Beyond" podcast to delve into Intel's revolutionary Ops and Ops 2.0."We're revolutionizing the way education is delivered and experienced through AI and advanced technologies," states Silva, unveiling Intel's latest advancements in the educational sector. The introduction of Ops 2.0 marks a significant milestone, promising to meet the evolving demands of modern education. Marin adds, "Ops 2.0 exemplifies our commitment to innovation, enhancing flexibility, performance, and sustainability for educational institutions."Luis Marin elaborates on the benefits of Ops 2.0, "It's designed as a universal docking station for digital signs, enhancing interactive flat panel displays commonly found in classrooms. With Ops 2.0, we integrate the latest Intel technologies to provide superior performance and manageability, making it an invaluable asset for educators and students alike."Marcos Silva emphasizes the impact of AI in education, "AI is transforming how teachers interact with students and how educational content is delivered. Ops 2.0 supports this by collecting and analyzing classroom data, enabling personalized learning experiences and improving overall educational outcomes."As the discussion wraps up, Marin and Silva invite the audience to explore these innovations further, "We encourage educators and technology partners to experience the capabilities of Ops 2.0 firsthand. Visit Intel's website for detailed guidance and resources." Silva also urges listeners to connect with Intel on LinkedIn for ongoing insights into their educational initiatives.For an in-depth look into the future of educational technology, follow the journey of Marcos Silva and Luis Marin. Don't miss out on their pioneering advancements—connect with Marcos Silva and Luis Marin on LinkedIn for the latest updates. Discover more about the solution offering here.Marcos Silva Luis Marin Subscribe to the "To the Edge & Beyond" podcast on Apple Podcasts, Spotify, and Google Podcasts to engage with more thought leaders from the Intel and Edge Network group.

The education sector stands at the brink of a transformative era as technological innovation propels learning into new realms of experience. Marcos Silva, Platform Architect Supporting Education and Corporate Segments at Intel, and Luis Marin, Education Ecosystem and Alliances Director at Intel, join forces with moderator Michelle Dawn Mooney on the "To the Edge & Beyond" podcast to delve into Intel's revolutionary Ops and Ops 2.0."We're revolutionizing the way education is delivered and experienced through AI and advanced technologies," states Silva, unveiling Intel's latest advancements in the educational sector. The introduction of Ops 2.0 marks a significant milestone, promising to meet the evolving demands of modern education. Marin adds, "Ops 2.0 exemplifies our commitment to innovation, enhancing flexibility, performance, and sustainability for educational institutions."Luis Marin elaborates on the benefits of Ops 2.0, "It's designed as a universal docking station for digital signs, enhancing interactive flat panel displays commonly found in classrooms. With Ops 2.0, we integrate the latest Intel technologies to provide superior performance and manageability, making it an invaluable asset for educators and students alike."Marcos Silva emphasizes the impact of AI in education, "AI is transforming how teachers interact with students and how educational content is delivered. Ops 2.0 supports this by collecting and analyzing classroom data, enabling personalized learning experiences and improving overall educational outcomes."As the discussion wraps up, Marin and Silva invite the audience to explore these innovations further, "We encourage educators and technology partners to experience the capabilities of Ops 2.0 firsthand. Visit Intel's website for detailed guidance and resources." Silva also urges listeners to connect with Intel on LinkedIn for ongoing insights into their educational initiatives.For an in-depth look into the future of educational technology, follow the journey of Marcos Silva and Luis Marin. Don't miss out on their pioneering advancements—connect with Marcos Silva and Luis Marin on LinkedIn for the latest updates. Discover more about the solution offering here.Marcos Silva Luis Marin Subscribe to the "To the Edge & Beyond" podcast on Apple Podcasts, Spotify, and Google Podcasts to engage with more thought leaders from the Intel and Edge Network group.

The gaming industry stands at the brink of a transformative era, as technological innovation propels casino gaming into new realms of experience. Quixant's Duncan Faithfull, EVP, Business Leader, and CCO; Abhinay Bhagavatula, EVP, CTO, and Global Manufacturing Leader; and Intel's Camilo Dennis, Gaming Partner & Ecosystem Manager, join forces with moderator Michelle Dawn Mooney to dissect the intricacies of their alliance on the "To the Edge & Beyond" podcast."We're enabling game designers to unleash their creativity without being restricted by technology," states Faithfull, as he reveals Quixant's latest collaboration with Intel. The launch of the IQ 2 platform at the ICE Gaming show signifies a milestone in this collaborative journey- completing Quixant's range of Intel based platforms - promising to meet the nuanced demands of the gaming market. Bhagavatula adds, "Our IQ 2 offering is a testament to our commitment to continuous innovation, enhancing storage, performance, and scalability for our customers."Camilo Dennis emphasizes the strength of the collaboration, "It's been great to find a partner like Quixant to strengthen that relationship." He reflects on Intel's dedication to understanding and fulfilling customer needs within the gaming sector. Their discussion sheds light on the evolving landscape of gaming, where omnichannel experiences blur the lines between the virtual and the tangible, creating a seamless player experience across multiple platforms.As the conversation concludes, Faithfull and Bhagavatula extend an invitation to the audience to explore their offerings further, "We'll be there in person at ICE, looking forward to engaging in great conversations," they express. Dennis also encourages listeners to connect with Intel on LinkedIn for insights into their gaming endeavors.For an immersive dive into the new era of gaming technology, follow the journey of Quixant and Intel. Don't miss out on their innovative strides—connect with Duncan Faithfull, Abhinay Bhagavatula, and Camilo Dennis on LinkedIn for the latest updates. Find out more on the solution offering here.Duncan Faithfull - LinkedIn ProfileAbhinay Bhagavatula - LinkedIn ProfileCamilo Dennis - LinkedIn ProfileSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts, Spotify, and Google Podcasts to engage with more thought leaders from the Intel and Edge Network group.

The gaming industry stands at the brink of a transformative era, as technological innovation propels casino gaming into new realms of experience. Quixant's Duncan Faithfull, EVP, Business Leader, and CCO; Abhinay Bhagavatula, EVP, CTO, and Global Manufacturing Leader; and Intel's Camilo Dennis, Gaming Partner & Ecosystem Manager, join forces with moderator Michelle Dawn Mooney to dissect the intricacies of their alliance on the "To the Edge & Beyond" podcast."We're enabling game designers to unleash their creativity without being restricted by technology," states Faithfull, as he reveals Quixant's latest collaboration with Intel. The launch of the IQ 2 platform at the ICE Gaming show signifies a milestone in this collaborative journey- completing Quixant's range of Intel based platforms - promising to meet the nuanced demands of the gaming market. Bhagavatula adds, "Our IQ 2 offering is a testament to our commitment to continuous innovation, enhancing storage, performance, and scalability for our customers."Camilo Dennis emphasizes the strength of the collaboration, "It's been great to find a partner like Quixant to strengthen that relationship." He reflects on Intel's dedication to understanding and fulfilling customer needs within the gaming sector. Their discussion sheds light on the evolving landscape of gaming, where omnichannel experiences blur the lines between the virtual and the tangible, creating a seamless player experience across multiple platforms.As the conversation concludes, Faithfull and Bhagavatula extend an invitation to the audience to explore their offerings further, "We'll be there in person at ICE, looking forward to engaging in great conversations," they express. Dennis also encourages listeners to connect with Intel on LinkedIn for insights into their gaming endeavors.For an immersive dive into the new era of gaming technology, follow the journey of Quixant and Intel. Don't miss out on their innovative strides—connect with Duncan Faithfull, Abhinay Bhagavatula, and Camilo Dennis on LinkedIn for the latest updates. Find out more on the solution offering here.Duncan Faithfull - LinkedIn ProfileAbhinay Bhagavatula - LinkedIn ProfileCamilo Dennis - LinkedIn ProfileSubscribe to the "To the Edge & Beyond" podcast on Apple Podcasts, Spotify, and Google Podcasts to engage with more thought leaders from the Intel and Edge Network group.

Making things simple and easy is the mantra, or should be the mantra, of any connected device solution aimed at improving human workflows. Utilizing edge intelligence is one way to improve operational efficiencies. Three companies working together to provide these scale solutions are VolteoEdge, ServiceNow, and Intel. How they're bringing these edge technologies to market and working to support each other to offer unified solutions is what To the Edge and Beyond's host Michelle Dawn Mooney speaks about with her three guests, VolteoEdge CEO Ravi Nannapaneni, Intel Vice President of Network and Edge Solutions Alec Gefrides, and ServiceNow Vice President and Global Head of Vision & Innovation Tasker Generes.Generes says the cornerstone of any edge solution is making it easy and simple for the customer. “That's what ServiceNow is all about. We're trying to understand what's happening in that environment, from the edge to the service and how it's performing. You've got to have the right information to make the right decisions. The whole concept of edge-to-service is providing people with that technology and the workflow to see what is happening and provide the best performance for the top and bottom-line improvement.”Nannapaneni says for Volteo Edge's part, they enable edge intelligence, provision it, and manage it for the ultimate vision of putting data to work to power workflows and services seamlessly across the value chain resulting in three value propositions. “One is to drive revenue improvement for the customer, cost reduction, and risk reduction.”Provisioning technology is essential for solving the challenges of connected device operations, where getting devices into the proper environment is critical. Gefrides says Intel works with open standards technology called FDO (Fido Device Onboarding.) “What it enables is, when you plug in that device, it basically calls home or calls to a dedicated server that says, hi, I'm available. That device now has a token, that server's received a token that makes a handshake that says, okay, yes, you belong here. It helps the device join the appropriate company and network it belongs to.”Learn more about edge connectivity solutions by connecting with Ravi Nannapaneni, Alec Gefrides, and Tasker Generes on LinkedIn or visit:IntelVolteoEdgeServiceNowSubscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

For the tech industry, finding solutions is a daily priority. So, the discovery of new and improved solutions is always a constant goal for the advancement of this.In a new episode of “To the Edge and Beyond,” host Michelle Dawn Mooney interviewed Intel Product Engineer Sean Williams, and IOTech CTO Jim White, to discuss how the two companies collaborate on IoT and edge computing software solutions with industry end customers.In the last several years much has changed in tech and a lot of that change has been bolstered by companies starting to take more initiative.According to White, less focus on doing trials, and rather applying them is driving better outcomes. “We're really seeing IOT and Edge emerge as technologies and companies are no longer playing and experimenting with, they're now putting solutions in the field. So, playtime's over — they're having to put things out there that are actually scalable, working, getting real results with their money,” said White.Finding better solutions with a platform that can offer a multitude of answers is the basis of EdgeX. Williams said it's similar to an all-in-one but more so a, “... Common platform, a common solution that can solve, if not all, or some of their use cases or a majority of them,” said Williams.He added that companies tend to have separate solutions for specific problems, but these answers are not exactly foolproof either. “Particularly, we can find some companies will have five different solutions, some five different use cases, but neither one of those solutions can talk to each other or share data and that's kind of where EdgeX comes in at. It's a … platform. It allows you to talk to heterogeneous devices that can then solve different types of use cases.”Connect with Sean Williams and Jim White on LinkedIn. Visit the EdgeX website to learn more about open-source IoT device connectivity and edge computing.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

With the increase requirement to deliver new innovative AI cases in various industries, software engineers are discovering new ways to deal with the vast amounts of application and device data. The Computer Vision Annotation Tool (CVAT) is a tool that allows for better analysis and processing of annotation data.Intel IOT/ML Senior Software Engineer Neethu Elizabeth Simon, talked to host Michelle Dawn Mooney on an episode of “To the Edge and Beyond,” on computer vision, how it functions, and how data can be annotated more efficiently for object detection, image classification, and image segmentation.Simon outlined the four main steps when it comes to Computer problems: data collection, annotation, training, and inference. She added that the order of operations normally includes data collection and clean-up, then annotation, which involves data labeling, followed by training to determine the models, and lastly, the inferencing stage when the model is deployed.“This cyclic process can become stale, and if data becomes stale our models will fail and obviously our performance and accuracy are going to be affected,” says Simon.Of the four steps, Simon mentioned that the annotation stage is the simplest, but added that it demanded the most effort and time citing the manual nature of data annotation and how much time it takes to complete.The growing popularity of the Computer Vision Annotation Tool is leading the charge. However, there is still room for improvement, said Simon. “There are several tools available in the market. I wouldn't say any of them have automated — it is still a research topic, people are trying to figure out how to automate this entire process, so we can save some time by building solutions, and one of the tools is the Computer Vision Annotation Tool ... and it's very popular,” says Simon.Simon indicated that the Computer Vision Annotation Tool is a very noteworthy aid and that its popularity is recognized by its GitHub rank and its helpfulness to various figures in the IT field.Learn more about the concept of computer vision and more at Intel's computer vision solutions. Connect with Neethu Elizabeth Simon on LinkedIn, or via email at neethu.elizabeth.simon@intel.com.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group. 

The retail industry always sees a multitude of changes thanks to customer demands and needs, as well as technological advances that have improved how people shop. During the start of the COVID-19 pandemic, there was a huge shift to online shopping. But with lockdowns over in most places, there's been another shift. Retailers routinely have to make necessary changes to keep up with the habits of today's shoppers and the changes that come with how they shop.What can retailers implement to ensure that they stay on top of the customer trends?On a new episode of “To the Edge and Beyond,” host Gabrielle Bejarano talked with Intel Retail Industry Specialist Naren Kumar and UST Head of Vision AI Global Product Management and 5G IOT Architect Paul Reddy about customer behaviors that are impacting retailers and the challenges that arise in staying on top of that.Bejarano, Kumar, and Reddy further discussed …Technology adoption that can help retailers improve the shopping experience for shoppersBehavioral attributes customers tend to have when shopping with a retailerShopping form factors such as self-checkout that have staying power with customers “Customers are choosing multichannel buying experiences. So, now retailers have to really gear up and say ‘How do we attract customers to come to brick-and-mortar stores?' …that's one of the challenges that retailers are experiencing, and customer behavior is changing so much that retailers have to adapt to new technologies so that they can catch up and attract and bring more customers,” said Reddy.Kumar shared, “I think retailers are certainly understanding what customers value, and hence they're really investing in ideas where those customer expectations are met … the overall goal, from a retailer's standpoint – keep the shelves stocked up, keep the lines shorter, and then close the sales faster and then repeat the cycle.Retail technology can improve the lives of employees and customers of retail establishments. Intel and UST continue to leverage each other's respective strengths to improve computer vision and artificial intelligence technologies for retailers and hospitality providers. By testing and deploying the latest advances, retailers can deliver improved customer experiences while improving the productivity of their employeesNaren Kumar is the Retail Industry Specialist at Intel, where he's worked for over a decade, he can be reached through LinkedIn. UST Head of Vision AI Global Product Management and 5G IOT Architect Paul Reddy can also be reached through LinkedIn.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group. 

Even in today's digital era, connectivity remains an issue for many individuals. Studies have shown that most of the world has access to a 3G network (at minimum), yet 3.4 billion people choose not to connect to the internet. How are digital companies spurring the movement to connect those in the far-reaching corners of the world? On today's episode of To the Edge and Beyond by Intel, Host Gabrielle Bejarano speaks with Geeks Without Frontiers CEO David Hartshorn and Intel Education Vertical Director Daniel Gutwein to talk specifics on the evolution of the N50 Project and how Intel has been working with a variety of other organizations to deliver connectivity and break down the barriers of digital literacy worldwide. Hartshorn explained how N50 started to identify the underlying issues barring individuals from connectivity. The first community that he listened to was a rural community in Zambia. Education access was their priority. “If the digital world has solutions that can enable that, then we're all in,” he explained.Hartshorn said they started trying to reach out to local digital education companies, and that's when they found one called Mwabu. Intel and Geeks Without Frontiers began holding weekly meetings with Mwabu and about one dozen other companies to facilitate implementing digital literacy in the Zambian community. From there, it took off—the community was soon asking for a health provider; the N50 Project found a provider who is now providing services to local clinicians. Now, the partnership is working toward providing animal husbandry resources for the village.“As long as this community has needs that they come to us with…we're going to see if we can leverage network access and digital solutions to help them achieve those objectives as a community,” Hartshorn explained.The N50 team has shown that they can be adaptive and agile in a constantly changing world. Gutwein discussed how the team ended up building portable communication centers for Ukrainian refugees at the start of the war. “We just got our team together—pulled in several companies from the N50 Project—and said, ‘Hey, here's an idea. They need communications and they need power. Let's put together some portable communication centers…' in four weeks and two days, we actually went from a concept to design to procuring equipment to building and delivering 18-foot containers fully outfitted with 5G, capability for satellite backup, generated solar power via a charging wall on the outside…” As for the future of N50, Hartshorn said they are looking at the broader mission of amplifying community resilience through preparedness with digital connectivity. Hartshorn encourages companies interested in participating in the project to reach out and visit www.n50project.org or reach out to David at david@geekswf.org. You can connect with Dan Gutwein on LinkedIn.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group. 

Digital transformation is a goal for any organization. Getting there, however, is often a challenge and requires many pieces to fit together in a puzzle. Many digitization projects never make it to fruition, and that's something Intel wants to change for its customers.In this episode of To the Edge and Beyond, Host Tanya Pelletier, Multi-Industry Acceleration Director for Intel, discusses the company's coalition-building initiatives with Multi-Acceleration Managers Janine Davison and Jodie Frew.First, Frew defines coalition in terms of Intel. “It's bringing partners together with unique skillsets to develop industry solutions. It's the coordination of efforts to address business challenges, including hardware, software, aggregation, system integration, and sometimes the cloud.”The idea of coalitions and their role in digital transformation is critical. Davison explains, “Digitization is difficult. What often happens is that many projects never go beyond the business case and are in pilot purgatory. The ecosystem makes it easier for end customers to go from the dream to reality.”Flying solo on these projects often wastes time, effort, and investment. Coalition building is a clearer path toward developing a solution and scaling it. The Intel program involves four key principles: customer value, thought leadership and collaboration, increased market footprint, and effective ecosystem partnerships.Frew adds that success in coalition building comes down to “understanding the industry challenge and putting in place to find a solution.”This power of partnership also provides value to each individual stakeholder. Davison explained, “Coming into the coalition, everyone has their expertise, and synergies from the expertise emerge. From the bigger perspective, new doors of opportunity open for entering new markets and revenue streams.”With partners working together, there is the concern of competition. However, Pelletier says, “It's not an either-or and requires a new mindset to compete and collaborate.” She references examples like Apple and Samsung and Ford and GM working together.The focus for Intel is on the ecosystem and the value it can bring. “From Intel's perspective, it's the evolution of the ecosystem of what we've been doing. It's part of our DNA, and the success of our partners has always been paramount,” Davison states.Frew agrees it's a continuous journey, and at this stage, the industry of IoT needs an industry coalition for organizations to be able to implement and drive business solutions at scale.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.Learn more about coalition building by connecting with Tanya Pelletier, Janine Davison, and Jodie Frew on LinkedIn.Find more information on these coalition partnerships by visiting the Intel® Solutions Marketplace.

The concept of edge to cloud is growing in importance within the retail landscape. Retailers are increasingly implementing edge-to-cloud solutions to positively impact their businesses. n the latest episode of “Intel To the Edge and Beyond,” host David Dobson, Intel's Global Industry Director for Retail and Hospitality, visited the subject with VMWare's Ryan Wehner, Industry Director for Retail and Consumer Goods EMEA, and Charles Cockshoot, Edge Industry Solutions Architect. The conversation touched on measures retailers are taking to transition to edge to cloud, it's benefits, as well as some of the challenges that exist. But what exactly is ‘edge to cloud' and why is it seeing more activity in retail? Wehner defines edge as, “Where the customer data is processed … it's close to the source where we're collecting data as possible. So an edge platform would allow a retailer to run these applications in the store that they couldn't do before.”In a move to stay abreast of rapid industry shifts, retailers are now choosing to get ahead and make smarter decisions, as well as work towards more advanced technological solutions to stay on top of new trends. And most importantly, stand firm in their competition. “They want to leverage those stores to gain strategic advantage over their competitors,” says Wehner. This means retailers are utilizing the software programs best suited to give them that advantage, while also allowing them to meet the needs of their customers and become more well-versed in their habits and activities. Additionally, it helps retailers potentially reduce spending costs with the assistance of AI. Another impressive factor is one that facilitates the shopping experience. Cockshoot notes that shelf edge labels were once signs of information. But with the use of AI, these simple labels have improved knowledge of products for both the employee and customer. He cited how the label scan is capable of indicating if a product is in stock in the store or online.“If you think the amount of cloud-to-edge processing that's going on there … the experience you can give a customer when they go in your store is one of delight. They know if it's there or if they just like it, or want to touch it, or prefer to buy it online,” said Cockshoot.Not only that, it keeps the retailer in the know on product sales and returns, and what's being demanded.LinkedIns: David Dobson, Ryan Wehner and Charles Cockshoot!Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

Consumer-facing industries such as retail and hospitality need help to get to their solutions faster. Accelerating solution-based development is a critical step to accomplishing this goal. Communicating with devices at the edge has proven a challenge for these sectors, as their primary concern is accessing that data, not necessarily the process that drives the result. Time and resources on this end aren't necessarily where retailers want to devote their budgets.How can these industries overcome these challenges? That's where the Intel and open-source communities like EdgeX can help. To the Edge and Beyond's Gabrielle Bejarano spoke with Intel Product Engineer Sean Williams on how Intel utilizes open-source solutions to overcome the communication hurdles and get industries the data they need to solve pressing business problems. One such open source-based solution, Williams said, is a camera management inferencing solution, which provides device connectors. “These device connectors allow you to communicate, connect, and control IP cameras at the edge. Out of the box, if you have this example, you can just download the software, launch the software stack, and immediately you're talking, and you're connecting to other IP cameras or USB Cameras at the edge.”The solution also helps retailer face problems like theft and inventory management using object detection.“If you're in an environment where retailers want to know the inventory, if the inventory is low, you can do on-the-shelf observations,. “You can also capture when customers are using self-checkout to incorrectly register expensive items like a bottle of wine with inexpensive items like bananas” – Williams said. Shaping these solutions doesn't happen alone; collaboration makes the best technology offerings come to life. “We're working primarily with the EdgeX community, and that's the open-source platform that provides many of these plug & play connectors that I've talked about,” Williams said. “And that's the power again, right, because the power is in the data. And the data comes from how you can talk to those devices at the edge. Using EdgeX, as the name offers, allows these connectors to be validated, tested, tried and true, and almost out of the box, you can say, hey, I want to talk to an RFID sensor; you get the RFID connector.” EdgeX provides the ability to connect to all these sensors across many industries. Learn more about open-source solutions for retail and hospitality industries by by connecting with Sean Williams on LinkedIn or visiting EdgeX.Check out the EdgeX Camera management sample application.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

In the final installment of Intel's Fireside Chat, Jonathan Luse, General Manager for Industrial Solution Management at Intel, discusses how the pandemic expedited almost every industry to become more tech-savvy and data-centric.To grasp the reality of the situation, Luse opens with some statistics on company confidence of success. Intel first interviewed about 500 top manufacturing companies around the world two years ago, and 40% indicated they weren't ready for the big technological jump, fearing profit loss or business closure. However, in a more recent survey, that number has decreased to 18%, with the majority feeling confident in their adaptability.One important factor that distinguishes those who survived the pandemic and those who didn't is the utilization of data. Although, Luse mentions that “usually less than 1% of it [data] is actually acted upon.” He advises listeners to narrow down the data by:Focusing on what company issues are greatest and need to be solved.Understanding that issue from a solution's objective point of view.Utilizing analytics and inference to assess available data.“Knowing what you want to go do — whether it's quality control or production efficiency or predictive maintenance… it starts with a solution mindset,” Luse explains.At Intel, where products like chips, vision processors, or accelerators commonly come to mind for many customers, the focus is always on a comprehensive solution, which involves finding the right tools and applications that help increase a customer's confidence in automating a process. These factors will help companies adapt, train, and solve issues while maintaining flexibility when new needs arise. Ultimately, the aim is to take complex tools and make them easy to use.The best way to achieve this goal is by the provider and customer learning together. Luse gives an example of a automotive manufacturer looking to automate its in-line quality control process. Intel created a customized solution that took its spot-welding capabilities from 5,000 to five million per day. The result showed a significant reduction in rework because of defect detection.“When you put defect detection in an application environment with a very specific challenge, companies like Intel can come and help solve those very technical problems and really have a great output for it,” Luse says.To learn more about the future role of AI, connect with Ram Ramasamy and Jonathan Luse on LinkedIn.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

Muthuraman “RAM” Ramasamy returns with Ricky Watts for this fifth special fireside chat series for Intel and Frost & Sullivan, focusing on various areas of technology innovation. For this go-around, RAM chose a topic close to Ricky's heart, data analytics, in the construct of open and secure communication standards.As Ramasamy points out, “The world of energy and industrial is swimming in volumes of data, and they haven't really captured this much volume of data before, and they also don't know what to do with the amount of data that they have captured.” Tremendous technology solutions, capabilities, and resources are available to these industries, and now is the right time to define the communication standards process.“The fourth industrial revolution is well underway; it's accelerating,” Watts says. “The impacts of COVID, global supply chains, and geopolitical issues are changing manufacturing in the ways companies want to do things going forward.” One of those changes is to bring more capabilities to the manufacturing devices already in place, and the capability most desired is more in-depth data analytics. This data provides systems knowledge for new talent entering the workforce, generates efficiencies, and helps build future systems and manufacturing machines.Making the operation between the digital and physical worlds of manufacturing as seamless as possible is one of Intel's main goals when providing its solutions. Watts says if companies want to run a digital twin of their operations, they need powerful compute to gather that data and a lot more interconnectivity between all the systems within that environment to feed into the machine. “So, Intel is building an infrastructure and an ecosystem to enable that data abstraction reliably, securely, and safely.”Watts mentions several partnerships utilizing Intel solutions that do innovative things with data. One company is fusing compute with robotics. “We had a robot with a camera that was using real-time data to analyze what was going on, in this case, a conveyor belt technology.” This process allows a factor worker to identify what was on that conveyor belt and take action in real-time using vision data. “So, here we can bring vision systems together with another exciting area, which is the rise in the use of robotics in manufacturing for all sorts of processes that robotics can do very well.”Learn more about energy solutions by connecting with Muthuraman “RAM” Ramasamy and Ricky Watts on LinkedIn or visit:Intel IoTFrost & SullivanSubscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

To win the edge ecosystem game, it will take a village approach. Edge is no longer a linear value chain, going from step to step. An emerging circular value chain, with an open and extendable platform in its center and edge-optimized hardware, software, solutions, and system integration is gluing everything together. Frost & Sullivan's Muthuraman “RAM” Ramasamy unpacks this technology innovation occurring in the edge marketplace with Intel's Ricky Watts.The edge ecosystem is a fluid compute environment consisting of many partners who build all the applications and services of the edge infrastructure. Watts notes:“Data is coming off devices, machines, in the manufacturing environment, manufacturing execution systems, SCADA systems, fixed-function appliances; data exists everywhere and is being accessed in that compute environment. That takes connectivity.”This fusion of OT and IT systems enables manufacturers to run and create outcomes. From here, creating data marketplaces fosters an environment where large-scale manufacturers can share information, applications, and algorithmsIntel plays a critical role in the glue of the edge ecosystem, converging OT and IT systems together. Watts sees many things happening in the edge ecosystem over the next several years.“It's really bringing those capabilities together, not just at the silicon layer, but within the software layer, and then working with a very strong ecosystem of partners in that space to enable those solutions for those end customers.”Because operational systems, by their nature, possess challenges going through this type of transformation, Watts says focusing on actions that create bottom-line efficiencies is a good tip-off point to provide immediate value.“I think we're going to see a lot of focus around the AI piece and how we get AI validated at intelligent and accessible bio in that environment, and then we'll start to see the movement into the operational domains as we go forward.”Critical to the success of edge solutions is scalability, and Watts admits that is the challenge manufacturers face in their environments today.“At a single use case, you can quickly see a way of doing something to improve an outcome. How do you then scale that across a large environment, a large manufacturer? Some of those are things we are doing, which is how to scale these activities.”Intel and its partner ecosystem aim to create solutions to build up and scale an entire environment. Intel is currently working with several large manufacturers on retooling their environments at scale.Learn more about energy solutions by connecting with Muthuraman “RAM” Ramasamy and Ricky Watts on LinkedIn or visit:Intel IoTFrost & SullivanSubscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

A human-centered education approach puts neurodiversity and people's ability to learn differently at the forefront. Our current system is results driven. Human-centered learning evolves learning milestones naturally. “It's not that the conventional approach is wrong. It's that the world has changed. And we need education to do something really different. It's not clear that we can tinker with the factory model enough to have it do what we need,” said Hansen. Technology is intertwined with our current education system. “Technology has always played a role in the education system,” said Rodriguez.Technology, after all, is a tool. “Technology is an extension of human ingenuity. What humans can do – tech accelerates that,” said Rodriguez. Integrating technology into human-centered learning means getting creative about how, where, and when technology is used. Schools have started to implement learning-focused apps that personalize the journey for students. This approach is limiting. “They're trying to personalize within a system that is still very standardized and regimented in what kids need to do, what order they need to do it, how quickly they need to do it,” said Hansen.“A human-centered approach really says that the purpose of education is to help each individual maximize and realize their potential,” said Hansen. It shapes around each individual. It considers the science of how and when deep learning happens. Human-centered learning honors the nuance, diversity, and complexity of human capability. While those qualities sit at the center, the tools and tech allow a person to shape their interests and passions into what the world needs. “Technology is there to meet the needs, the community, and the students where they're at,” said Rodriguez.In the future of education, technology could be used to expose students to new and challenging environments. Virtual reality could introduce students to possible shadowing experiences that wouldn't otherwise be possible. The technology could capture and credit learning experiences outside the traditional classroom setting.To learn more about the human-centered learning approach connect with Eric Rodriguez and Ulcca Joshi Hansen on LinkedIn.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Network and Edge Solutions Group.

With so many innovations in AI and machine vision digitally transforming the manufacturing landscape, Intel's Stephanie Grisafi and Sahar Ehsani joined To the Edge and Beyond to provide insights into exciting trends and opportunities at the forefront of this transformation. Many manufacturers are familiar with the classic machine vision model with algorithms designed for specific products. Any updates or changes to the product require remodeling and “re-teaching” the algorithm to adapt to a new system. Ehsani says, “But when [it comes] to AI and machine vision, and you connect these new technologies with each other, integration of these two brings a solution that is adjustable and selectable for different types and patterns of the product. AI becomes a self-learning tool in that device, so that you can give [AI] the first model, and it will start learning and optimizing itself for a different condition.” Grisafi says that continuous learning is a crucial advantage of utilizing AI with machine vision in manufacturing, “As you add new data points, you're further training that algorithm to deliver increased accuracy and performance. It will lead to faster decisions happening on the factory floor.” AI and machine vision can help make a factory setting safer through detection protocols such as determining if workers are wearing the proper safety equipment. Grisafi notes, “There're a lot of great applications and benefits to applying a machine vision solution in the factory.”The consistency of machine vision eliminates human errors by putting “eyes”. (its camera capabilities) in areas of machines that humans simply cannot monitor. Ehsani explains, “Machine vision removes human dependency. We have different sets of experts on the shop floor, but they have different skills. They have a different type of vision. Machine vision can bring into view things that the human eye cannot see, but the machine can see consistently. We can leverage those expert [human] resources [who] are familiar with the process in the control layer rather than right at the floor and spending their time on those repetitive tasks.”The pandemic shone a stark light on the reality that there is not nearly enough automation in current supply chains to aid the growing demands. This is an area AI and machine vision can play a significant role. Ehsani says, “AI and machine vision brings automation to the supply chain, and they increase efficiency and bring greater accuracy to the factory. Having technologies enabled by machine vision solutions like asset tracking and inventory management – what goes into the warehouse and what comes out – these are the problems that machine vision could solve.” Learn more about AI and machine vision solutions by connecting with Stephanie Grisafi and Sahar Ehsani on LinkedIn or by visiting https://www.intel.com/industrial.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

The experience economy that drives omnichannel for today's retail consumers enables them to bridge both the virtual and physical through a combination of seamless online and in-store shopping. Impero Software's Toke Tangkjaer and Intel's Brian Teuscher spoke with Bobby Brill on the managed devices and cloud ecosystem that support these innovations and how Impero and Intel's solutions work to make it a flawless experience for the consumer. “It really is a unique experience for each individual,” said Brian Teuscher. “Some customers want to walk into the store; others want to do it all online. And over the past few years, we've seen this change, and it's not just in retail clothing stores. People want to experience these transactions in their own personal way.”The challenge Toke Tangkjaer sees from an IT perspective to make this experience economy a reality, is melding the offline with the online world to provide that seamless checkout process. “The opportunity for a consumer to walk any store, and have a seamless checkout, whether that's through an iPad, a clerk coming up and offering a quick checkout via a tablet, or it's a self-service checkout, ultimately comes down to what it offers and what it adds in terms of complexity for an IT ecosystem. And that is more and more devices that need to be supported and maintained.”Creating these retail experiences means more devices need to enter the equation. That backend means more security and adherence to regulations, and the devices must be operational. “That's why device management becomes so critical,” said Teuscher. “Because in many cases, they are trying to build an experience around utilizing these devices. The device isn't the experience, but using them provides the experience users want.”As the ability grows for devices to deliver unique experiences, from virtual reality to other augmented retail solutions, the requirement that these devices are operational and functional also grows. If the solution doesn't work, it isn't a solution. The bottom line for all these devices is security and manageability. Teuscher added, “What are the security permissions you have on there? How have you created these walls from a security perspective to ensure only the people that should have access to certain things have access to it?” The number of devices is not the critical issue; managing and securing those devices is. Learn more about managed device and cloud ecosystem solutions by connecting with Toke Tangkjaer and Brian Teuscher on LinkedIn or visit:Impero Software Intel Retail Solutions Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

The experience economy that drives omnichannel for today's retail consumers enables them to bridge both the virtual and physical through a combination of seamless online and in-store shopping. Impero Software's Toke Tangkjaer and Intel's Brian Teuscher spoke with Bobby Brill on the managed devices and cloud ecosystem that support these innovations and how Impero and Intel's solutions work to make it a flawless experience for the consumer. It really is a unique experience for each individual,” said Brian Teuscher. “Some customers want to walk into the store; others want to do it all online. And over the past few years, we've seen this change, and it's not just in retail clothing stores. People want to experience these transactions in their own personal way.”The challenge Toke Tangkjaer sees from an IT perspective to make this experience economy a reality, is melding the offline with the online world to provide that seamless checkout process. “The opportunity for a consumer to walk any store, and have a seamless checkout, whether that's through an iPad, a clerk coming up and offering a quick checkout via a tablet, or it's a self-service checkout, ultimately comes down to what it offers and what it adds in terms of complexity for an IT ecosystem. And that is more and more devices that need to be supported and maintained.”Creating these retail experiences means more devices need to enter the equation. That backend means more security and adherence to regulations, and the devices must be operational. “That's why device management becomes so critical,” said Teuscher. “Because in many cases, they are trying to build an experience around utilizing these devices. The device isn't the experience, but using them provides the experience users want.”As the ability grows for devices to deliver unique experiences, from virtual reality to other augmented retail solutions, the requirement that these devices are operational and functional also grows. If the solution doesn't work, it isn't a solution. The bottom line for all these devices is security and manageability. Teuscher added, “What are the security permissions you have on there? How have you created these walls from a security perspective to ensure only the people that should have access to certain things have access to it?” The number of devices is not the critical issue; managing and securing those devices is.Learn more about managed device and cloud ecosystem solutions by connecting with Toke Tangkjaer and Brian Teuscher on LinkedIn or visit:Impero Software Intel Retail Solutions Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

Smart displays in malls and retail stores offer a variety of information to guide consumer decision-making and behavior. But are today's brick & mortar retail establishments taking full advantage of all the technological capabilities smart displays offer? meldCX's Luke Foad and Intel IoT Group's Stevan Dragas offer some insights and smart display trends retailers need to pay attention to if they want to be leaders in their space."From Intel's side, we've been focused on providing platforms, technologies, products, and solution services to an ecosystem developing solutions to the end customers across a broad range of industries," says Dragas. "So, our platforms are always maintaining three things: security, connectivity, and manageability. And we have the ecosystem that scales and utilizes those platforms, those services, that Intel helps develop for them to provide exact solutions to end-users." meldCX is one of those solutions providers that Intel partners with to make today's advanced Smart Displays a reality. "From the consumer's perspective, we want to craft store experiences where all the content we're seeing is relevant," says Foad. "Whereas from a retail perspective, we want to maximize the opportunity in store." Any information retailers can learn about shopping behavior through the smart display process can help focus efforts on better retention and increased basket sales.With all the camera and smart display technology available in retail environments, can too much technology be bad? Are consumers and retailers concerned with privacy? Dragas said privacy is top of mind when Intel develops its solutions. "Whenever we talk about screens and intelligent screens, there is a clear determination between detection, detecting the audience, detecting the age group, detecting the environment, versus recognizing. There is no recognition without consumers, without people opting in."A customer could opt-in through a brand's loyalty program. Once opted in, smart display technology solutions deployed in self-check-in terminals can utilize advertising on the screen. These displays can also connect to one-to-one advertising that the brand or retailer drives through the app on a smartphone device.Ultimately, smart display technology's driving mantra is better customer experience. The more accurate the demographic targeting is, the better the results for customers and retailers alike. Dragas notes retail customers meldCX work with see an uptick in purchasing and customer satisfaction using such technology solutions.Learn more about retail and hospitality technology solutions by connecting with Luke Foad and Steven Dragas on LinkedIn or visit: Intel Retail SolutionsmeldCXSubscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

Today's consumers want new and easier ways to shop and travel. The challenges are therefore building innovative technology platforms that can help retailers and OEMs develop solutions to make user experiences easier. Inefi Technologies' Leonard Gilbert-Wines and Intel IoT Group's Stevan Dragas share how they're helping lead the charge with technology that is cutting wait times for the retail and hospitality industries and improving customer experiences.Gilbert-Wines says it's all about reducing friction and expanding choices, “Whether you're going to a traditional point-of-sale cash register or using self-checkout, or even applications on your own devices to transact, we are heavily invested in bringing new products to market for our partners and solution providers.” The pandemic's challenges include labor shortages and bringing skilled personnel back into hospitality. This means technology must play an essential role through self-service and order points. Another issue compounding wait times is software & hardware related. Dragas notes the varying speeds at which markets move, “Some software companies with the operating systems are pretty much end of life support for some of the equipment in retail…what's needed is technologies that provide safe, manageable use of those assets over a longer period. Inefi is a perfect example where some of those services on Intel's platform are being used.” Gilbert-Wines agrees, “You don't just refresh the hardware; it's software, certification, and protocols. There's a lot that needs to be covered. When you have that in place from a retailer, you want that in place for as long as possible to maximize the investment. So, we as an organization ensure that we put forward processes and architecture that can deliver on that promise.” Inefi utilizes Intel IoT platforms which provide a lifecycle up to ten years or longer. So, what's the driving force behind the need for such rapid technological advancements? It all comes down to changing habits of consumers. In a post-pandemic world, what people want most is frictionless experiences. With retail shrinkage rising before the pandemic and growing more over the past few years, even a tiny percentage equals billions of dollars. Every small fraction that frictionless service offerings can recapture is a win.Learn more about retail and hospitality technology solutions by connecting with Steven Dragas and Leonard Gilbert-Wines on LinkedIn or visit:Intel Retail SolutionsIntel Hospitality SolutionsInefiSubscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

Industrial segments such as manufacturing, energy, oil and gas, supply chain, and logistics – and the facilities that support these markets – are undergoing a technological evolution. To support such rapid advancements, connectivity is the central nervous system enabling timely information flow. Chris Lucero and Mukund Shenoy, two subject matter experts in the Intel Internet of Things Group Industrial Solutions Division , spoke to Michelle Dawn Mooney about exciting happenings around industrial connectivity.Given the complexities of the industrial setting, it's critical to provide state-of-the-art connectivity solutions. According to Lucero, trends in industrial connectivity include exponential data growth, increases in mobile devices, scalability through software-defined networks, cloud adoption, and greater needs for cybersecurity.Lucero says of data growth, “Everyone is turning to their operational data to improve yield, reduce defects, and optimize productivity,” he explains.With compute and communications needs becoming increasingly intertwined in industrial settings, there is a need for smarter, autonomously functioning machines and devices to enable the Factory of the Future. Shenoy explains that, as workloads get more complex, new compute models are evolving, and Edge Compute is one of them that supports the distributed computing model. In other words, software system components are shared across multiple computers but run as one system to improve performance and efficiency. “An agile factory needs flexibility in process and equipment layout, and this calls for wireless connectivity,” says Shenoy. “So, the advancement of both compute and connectivity, together, are enabling new ways by which we can reimagine how a factory can work in the future."So, how is Intel defining and refining its role in the industrial connectivity space? By driving end-to-end connectivity from IoT devices up to the cloud. “We're creating wireless modules for Wi-Fi 6 and beyond, ethernet controllers for wired modalities, and edge servers and networks to receive the mix of wired, cellular, and Wi-Fi signals,” Lucero explains. “We're also working with critical infrastructure software to make connectivity, data, analytics, and controls easy to deploy and support.”One thing is sure: if there is an industrial connectivity problem a customer needs to solve, Intel is ready to work on a solution.Learn more about industrial connectivity at the edge by connecting with Chris Lucero and Mukund Shenoy on LinkedIn or by visiting www.intel.com/industrial and www.intel.com/connectivity.Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.

The face of retail banking is changing rapidly as the industry works to facilitate customer engagement while reducing the costs associated with building and operating traditional bank branches. One approach is the micro-branch – a fully functional bank branch that has been dramatically reduced in size. Micro-branches are cost-effective and enable banks to adapt to the evolving needs and expectations of their customers. In this episode, To the Edge and Beyond spoke with Devakumar Rajagopalan, Banking Segment Marketing Manager for The Intel Internet of Things Group, and Srikrishna “Kris” Sharma, Financial Services Industry Leader with Canonical, about the innovative technologies and deployment strategies that are making micro-branches a reality.“Retail banking faces a more complex environment than perhaps ever before,” Sharma said. “Driven by COVID, the social and economic landscape has been radically reshaped while customer needs and expectations continue to dynamically evolve. Banks need to ask themselves the fundamental question about their physical outlets. Are they points of sale or service centers?”Devakumar agrees, noting that micro-branches require a specific kind of infrastructure – what he calls “technology building blocks” – in order to succeed. Two of those building blocks are edge computing and the use of micro-clouds. “Although banking institutions have a long history of edge computing, the ability to reduce the costs associated with operating edge sites (micro-branches) will be key to developing holistic solutions,” says Sharma. “What're needed are micro-clouds – small clusters of compute notes with local storage that allow branches to create repeated deployments at the edge.”Intel and Canonical have been collaborating on a variety of smart technologies designed to not only deliver all of the functionality customers have come to expect from a full-sized bank, but the personal interaction they desire as well. “Micro-branches merge digital and physical experiences,” Devakumar said. “They offer contactless, anytime banking along with highly immersive interactions with avatars on dynamic screens. These screens collect and transform data into actionable items, making banking both practical and engaging.”To learn more about banking security solutions, connect with Srikrishna Sharma and Devakumar Rajagopalan on LinkedIn.You can also visit the financial services pages offered by Intel and Canonical listed below.Intel: https://www.intel.com/content/www/us/en/financial-services-it/financial-services-overview.htmlCanonical: https://canonical.com/Subscribe to this channel on on Apple Podcasts,  Spotify, or Google Podcasts from the Intel Internet of Things Group.

Rapid and ongoing advances in digital technologies have made agile adaptation the norm in industrial manufacturing. However, disruptions caused by the pandemic have forced leaders to look at infrastructure issues to plan for future disruptions. In this episode of “To the Edge and Beyond,” host James Kent talks with Irene Petrick, Senior Director of Industrial Innovation, and Faith McCreary, Senior Principal Engineer and Senior Researcher and Strategist for Industrial Innovation, both at Intel, about the challenges leaders face and what it will take to survive and thrive in the “new normal.”“COVID has been an amplifier for pre-existing issues such as access to digital data, worker safety, poor information quality, and unexpected data variances,” says McCreary. “Fortunately, industry leaders are starting to see that infrastructure is an important enabler that can help them deal with those issues.”Petrick agrees, adding “The lesson they've learned is that they need to be better prepared. There are no quick fixes. Disruptions can come from anywhere and will continue.”Petrick and McCreary expect remote work, resource fragility, worker safety, and global supply chain issues to make the need for changes to infrastructure very clear. “Our work suggests that the infrastructure piece is a critical problem,” says Petrick. “Machines give off an incredible amount of data. But not all of it is relevant. We have to figure out what data matters, how often to collect it, and how to process it at the edge so that we're only capturing the most important aspects.”Labor shortages further increase infrastructure problems. “Employers used to feel that automation would replace workers. But the concern now is they don't have enough workers so they must automate,” Petrick says. “Companies are having to scramble to attract, keep, and figure out how to equip workers with AI and automation solutions that augment their ability to do their jobs,”“There are just not enough digitally savvy workers to go around,” adds McCreary, “and that's not going to change anytime soon. What makes it more complicated is that it's not enough for a worker to have digital skills. They also need an understanding of manufacturing. Leaders need what we call ‘double-deep' workers with both manufacturing and technology skills.”According to Petrick and McCreary, the solution lies in creating an ecosystem of collaborators. “It's like making a patchwork quilt,” says McCreary, “and everyone is looking to Intel to bring the pieces together – to play the role of matchmaker. We're spending a lot of time developing standards to help the ecosystem partners play well together in the sandbox.”“It's a great time for technology companies,” says Petrick, “because it gives us problems that digital technologies can solve very well.”Connect with Irene Petrick and Faith McCreary on LinkedIn. To learn more about the latest in Industrial IoT and digital transformation visit: www.intel.com/industrial Subscribe to the “To the Edge and Beyond” Channel on Apple Podcasts, Spotify, or Google Podcasts from the Intel Internet of Things Group.

Fueled by increases in ecommerce and the number of devices that require electricity, the demand for reliable, renewable, and sustainable sources of electricity is increasing worldwide. In this episode of “To the Edge and Beyond,” Intel's Adam Berniger and Prithpal Khajuria join Justin Honore to discuss the challenges facing energy producers and how Intel, working with public and private partners, is creating an ecosystem of solutions to meet those challenges. “Current energy grids are static,” says Khajuria. “In order to make use of renewable energy sources such as wind, solar, and water, they must become dynamic - meaning flexible and responsive to fluctuations in demand. The way to accomplish this is by injecting intelligent, data-driven technologies into the system.” Adman Berniger, whose job involves blending innovation and analytics to develop effective solutions for Intel customers, agrees. “The need to modernize is pressing. By making use of technologies that enable us to store, predict, and shift energy to where it is needed at any given time, we can take advantage of the variable resources that are coming on board,” says Berniger. When Khajuria and Berniger talk about intelligent, data-driven power grids, they are referring to three things: Bringing compute power to the edge so that data can be collected, analyzed, and used to make informed decisions about when and where energy is used; Creating more multi-functional devices capable of virtualization; and Connecting unconnected devices and data sets so that information and energy can be shared. “The good news is that most of the technologies required for modernization have been around on the IT side for several decades,” says Berniger. “Intel is collaborating with both the public and private sectors to take advantage of proven technologies and establish best practices.” Creating this ecosystem of partners is enabling energy producers to modernize their own infrastructures and resulting in innovative solution sets that might not otherwise have emerged. “Intel brought the whole ecosystem together,” Khajuria adds. “We've worked with hardware manufacturers to build rugged servers, software developers to build programs for those servers, and OEMs to bring their appliances to the edge.” “This is really an exciting time to be working in the power industry,” says Berniger. “Industrial edge compute is finally coming of age.” Connect with Adam Berniger and Prithpal Khujaria on LinkedIn. To learn more about Intel's Smart Energy IoT solutions visit: Intel.com/Energy Subscribe to this channel on Apple Podcasts, Spotify, and Google Podcasts to hear more from the Intel Internet of Things Group.   

Industry 4.0 – What is it, and how can manufacturers make it a reality in their operations? In this episode of To the Edge and Beyond, host Daniel Litwin talks with Hector Martinez, an industrial automation expert at Intel, about manufacturing challenges fueling the push towards Industry 4.0 and the technologies that are making Industry 4.0 possible.The need for Industry 4.0 solutions is a result of many factors including supply chain disruptions, labor shortages, and rapidly changing customer demands. Adopting 4.0 solutions involves combining new technologies with legacy applications and allocating more power to edge computing, which can lower costs, improve resilience, and increase productivity. “Slowly but surely,” says Martinez, “manufacturers are realizing that incorporating the latest automation technologies will allow them to capitalize on all the data that gets generated during operations. Having this data will increase ease of use, reduce risk, and allow them to create more capable interfaces, algorithms, and models.”The switch to Industry 4.0 raises challenging questions. How do manufacturers:Maximize return on investments in legacy systems?Collect and use data effectively at the edge?Increase processing power and connectivity speeds?Address the demands of extreme industrial environments?According to Martinez, successful implementation of Industry 4.0 solutions depends on evaluating each manufacturer's needs and selecting a high-performing processor designed to excel at the edge. “The differentiator for this technology will be how flexible and easy it is to adopt and whether or not manufacturers can make efficient use of legacy applications and devices by incorporating edge solutions such as AI, digital twins, and robots,” says Martinez.“When you're in manufacturing, continuous improvement is part of the job, but the good news is that Industry 4.0 is within reach for most manufacturers.”To continue the conversation with Hector Martinez, connect with him on LinkedIn.Learn more about Intel's industrial automation solutions, visit:www.intel.com/iotwww.intel.com/industrialwww.intel.com/processorsSubscribe to this channel on Apple Podcasts, Spotify, or Google Podcasts to hear more from the Intel Internet of Things Group.

The banking industry is facing challenges on two major fronts – the increased demand for self-service banking options that eliminate in-person transactions and the need for ATMs and self-service kiosks that can connect to and interact with remote mobile devices. Both challenges have accelerated the development of customized ATM interfaces – designed to increase engagement and build customer loyalty - and focused the attention of Intel and its partners on finding new and better ways to manage, repair, and make ATMs accessible and secure. According to Pandey and Sahoo, there are several issues with current approaches to remote device management that Intel has been working to address. First, there is no centralized management tool. Administrators have been forced to use a wide range of content management tools (CMTs) to accomplish a variety of tasks. As a result, they spend most of their time managing the tools that manage the different devices. This is expensive, cumbersome, and leads to compatibility issues. Second, there is no way to provide dynamic support – no way to troubleshoot issues remotely on the fly in realreal-time time and no way to remotely schedule when devices power on and off. Third, the capabilities of the device management systems at the bios (basic input output system) level limit what can be done remotely, making it almost impossible to meet the strict compliance standards banks operate under. The solutions to these challenges and limitations lie with two Intel technologies developed specifically to address the performance, security, manageability, and stability issues and with Intel's ongoing collaborations with partners like 42Gears. The Intel VPro Platform: A business-class platform built to enhance performance, security, manageability, and stability. Intel AMT: Allows administrators to control Intel VPro devices from anywhere. “Intel's AMT offers remote management above and beyond what most solutions can offer,” says Sahoo. “It allows VPro devices to be accessed below the operating system – what we call, ‘Out of Band Management,' which means you don't have to depend on the operating system to provide access to devices.” Moving forward, Pandey and a Sahoo are confident that Intel's collaborations with ecosystem partners will solve any problems encountered as remote banking management continues to grow and evolve, allowing ATMs and self-service kiosks to become much more than cash dispensers. “It's collaborations between Intel and companies like 42Gears that will help solve the major issues plaguing the end point management industry and provide great opportunities for a lot of our banking customers,” says Pandey. To learn more, connect with Santosh Kumar Pandey and Swapnil Sahoo on LinkedIn. Subscribe to this channel on Apple Podcasts, Spotify, or Google Podcasts to hear more from the Intel Internet of Things Group

Open-Source technologies are quickly becoming an essential component in analyzing data, and “To the Edge and Beyond” covers insights on how edge computing is bringing data processing as close to the data source as possible. Host James Kent discusses the topic with Intel's Brad Corrion, Director of Strategic Software Architecture, and TIBCO Software's Jesús Centeno, Chief of Staff and Innovation Strategy for the office of the CTO. The two guests define the edge and how it compares to cloud computing.   “The main aspect is always contrasting with cloud computing,” Centeno added. “And how much more costly it is to send the data to the cloud, to do the processing, the inferencing, and get the insights that you need, and then send back those insights to the edge device to take action.” Centeno said people want instant access to that information, so they make decisions right away. But if edge computing is to catch up to the flexibility and scalability of cloud computing, tools are needed to make mass deployment a reality, and open-source projects are one way to help accelerate innovation at the edge.Intel and TIBCO Software are both focusing on propelling open-source technology in new and exciting ways. One such example is Project AIR, an IOT platform for collecting, processing and visualizing IOT data. “Project AIR specifically focuses on edge computing. You can think of project AIR as your IoT platform that is going to help you connect the edge to the rest of your ecosystem.” Centeno said. Through the collaboration between Intel and TIBCO, the teams have created a whole suite of tools that allow developers to experiment, innovate and have access to hardware and data quicker.Corrion says there's one final hurdle for companies preparing to adopt Edge computing. “Company teams need to start playing with these technologies. That's because when we talk about MLAPs, deep learning, collecting data, using containers, and using orchestration we are referring to Cloud practices that are brand new to this environment. Teams need to start playing with the tech, developing practices and muscle memory so they become natural for them. If a company doesn't start now, that learning curve is going to hurt them later.” Subscribe to this channel on Apple Podcasts, Spotify, or Google Podcasts to hear more from the Intel Internet of Things Group.To learn more about Project AIR please check out the below:Check out the open source versions of TIBCO's project air at https://www.tibco.com/resources/demand-webinar/project-air-how-collect-process-and-visualize-iot-data-right-wayGo and download today to try for yourself at https://tibcosoftware.github.io/labs-air/

Hybrid learning, meaning the use of technology to make alternatives to standard, in-classroom learning available, is nothing new. However, the pandemic has created an urgent need for more and more diverse hybrid learning options that work for both teachers and students. According to Duncan Peberdy of Learn From Anywhere, many colleges and universities have long recognized the need for hybrid options but are unsure where investments should be made. “Hybrid learning isn't just the acquisition of ed tech,” says Peberdy. “It's how that tech gets used – how staff and students are trained. There are lots of aspects around the technology that are crucial to getting it embedded and brought into everyday use.” One solution to the complex and evolving needs of hybrid learning is The Visual Learning Lab (VLL). The VLL is a partnership between ViewSonic, Kramer, AVer, and Intel that seeks to democratize and improve hybrid learning using “standard kit,” meaning readily available products and services. “The great thing about the partnership we've got,” says Pebody, “is that those companies could've fathomed something out on their own, but we decided that by coming together we could potentially create something far greater.” The VLL has been working with Glasgow University to deploy and test a variety of hybrid learning options including remote conferencing, large screen collaboration, movement tracking, air quality, lighting, temperature control, and digital signage.Another, and equally vital part of the hybrid learning puzzle is data. “For me, collecting and analyzing data from all sensors in our kit to see how effective our solutions have been is the key to moving towards a Smart Campus,” says Frost. Smart Campuses collect and make use of data from all sensors deployed in a building with a goal of better understanding and improving the educational environment and experience. “That research side is something we need to explore more,” says Claxton, “because we're going to gain a lot of data, and we don't want to slip back to pre-COVID days. We want to actually change what future classrooms will look like.”Frost, Claxton, and Peberdy welcome feedback and communication via LinkedIn. Subscribe to this channel on Apple Podcasts, Spotify, or Google Podcasts to hear more from the Intel Internet of Things Group.