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AI Applied Consortium Launches National AI Video Analytics Program

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The AI Applied Consortium, in collaboration with students and faculty from the Georgia Institute of Technology, DePaul University, and municipalities and cities across the United States, is excited to announce the launch of a pioneering Artificial Intelligence Video Analytics Program

NEW YORK, Aug. 5, 2024 /PRNewswire-PRWeb/ — The AI Applied Consortium, in collaboration with students and faculty from the Georgia Institute of Technology, DePaul University, and municipalities and cities across the United States, is excited to announce the launch of a pioneering Artificial Intelligence Video Analytics Program. This initiative aims to revolutionize the management and appreciation of urban multi-use trails and public areas by transforming data into actionable insights for urban planning and improving the quality of life for communities across the nation. The program also actively involves students and faculty from these esteemed institutions, fostering an environment of learning and innovation.

“Data science and AI have the potential to transform urban living by providing critical insights for better decision-making and sustainability,” said Ilyas Ustun, Director of Data Science at DePaul University.

The AI Video Analytics Program, utilizing state-of-the-art AI computer vision technology, analyzes pedestrian and cyclist traffic patterns. This information will be instrumental in economic impact studies, environmental benefits, and strategic planning to enhance local business patronage and community engagement.

The AI Video Analytics Program is distinguished by its holistic approach, focusing on community engagement, privacy, and interdisciplinary collaboration. The program leverages cutting-edge AI technologies to provide comprehensive insights while prioritizing the privacy and security of individuals. By obfuscating personally identifiable information at the edge, the program ensures data security and builds user trust. Additionally, the use of synthetic data and advanced AI vision models enables the program to offer accurate and adaptable insights applicable to diverse urban settings.

A significant aspect of the program is its community-centric focus. Through educational workshops, R&D partnerships with universities, and collaborations with non-profits and local businesses, the program fosters economic development and technological advancement on a national scale. This inclusive approach ensures that the benefits of the AI Video Analytics Program extend beyond technological innovation to enhance community engagement and regional development.

“This program showcases our commitment to leveraging advanced technologies to enhance urban planning and community engagement,” said Michael Braun, Smart City Lead for the AI Applied Consortium. “By bringing together diverse expertise, we are not only advancing technology but also ensuring its positive impact on society and the environment.”

“This program showcases our commitment to leveraging advanced technologies to enhance urban planning and community engagement,” said Michael Braun, Smart City Lead for the AI Applied Consortium. “By bringing together diverse expertise, we are not only advancing technology but also ensuring its positive impact on society and the environment. Our work is about more than just data collection—it’s about creating actionable insights that cities can use to foster growth, improve sustainability, and enhance the quality of life for their residents. This is just the beginning of what AI-driven solutions can offer in reshaping urban landscapes and ensuring our infrastructure meets the demands of the future.”

The project aims to demonstrate the AI Computer Vision solution’s ability to provide analysis of foot and vehicular traffic, focusing on multi-use trail and public area management. This comprehensive approach aims to not only leverage the technological benefits of video analytics but also to strengthen community ties and drive regional development nationally.

The program also focuses on understanding and reducing carbon emissions through the creation of multi-use trails that encourage greener commutes. By using deep AI video analytics to understand traffic patterns and promoting pedestrian and cyclist pathways, the AI Applied Consortium aims to contribute to environmental sustainability on a national scale.

“Data science and AI have the potential to transform urban living by providing critical insights for better decision-making and sustainability,” said Ilyas Ustun, Director of Data Science at DePaul University. “Our collaboration in this initiative represents a significant step towards harnessing these technologies for public good.”

The program is supported by notable individuals including Patricia Burke Hansen from the City of Brookhaven, and Shaun Green from Atlanta Beltline, among others. Their involvement underscores the program’s commitment to community engagement and interdisciplinary collaboration.

Beyond the immediate focus on urban multi-use trails, the AI Video Analytics Program has far-reaching applications. This technology holds significant potential for smart-city use cases, including civil construction and the analysis of outdated infrastructure. By extending the scope of this program, cities can leverage AI-driven analytics to address pressing infrastructure challenges, optimize urban planning, and enhance the resilience of their communities. The ability to understand and act on data-driven insights will be crucial as cities across the nation work to modernize and improve their infrastructure in the face of evolving demands.

The AI Applied Consortium catalyzes transformation in manufacturing, energy, life sciences, and public sectors through applied AI, mixed reality, and IoT innovation. By merging academic brilliance with technological innovation, the consortium pioneers applied AI research and practical applications that elevate businesses, federal and state organizations nationwide. Together, they are shaping a future where industries, government agencies, and workers thrive in the era of applied AI, seamlessly integrating mixed reality and IoT technologies to excel in the complexity of their tasks.

The AI Applied Consortium is guided by a distinguished Board of Trustees, including Adam Berg (Manager of Learning Solutions, TechnipFMC), Michael Braun (Senior Consultant, Canopy Management), Michael Burgess (Deputy CEO, Millison Casting), Nezih Altay (Professor, DePaul University), William Aiken (PhD, University of Ottawa), Prasanna Vijayanathan (Senior Engineer, Netflix), Hasan Poonawala (Professor, University of Kentucky), Shaun Green (Principal Engineer, Atlanta Beltline), Abhishek Joshi (Vice President, Visa), Konrad Konarski (Vice President AI, Prolifics Inc. and Chairperson of AI Applied Consortium), Mike McFarlane (BASF, Retired), and Jungwoo Ryoo (Chancellor, Penn State University).

For more information about the consortium and its initiatives, please visit http://aaiconsortium.org.

The AI Video Analytics Program is already operational, demonstrating significant potential in its initial phase. This comprehensive “as-a-service” experience includes all necessary hardware, software, and service support, ensuring communities nationwide benefit from the latest technological advancements.

Media Contact

Michael Braun, AI Applied Consortium, 1 (850) 241-3860, mbraun@aaiconsortium.org, http://aaiconsortium.org.

View original content:https://www.prweb.com/releases/ai-applied-consortium-launches-national-ai-video-analytics-program-302213839.html

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CGI launches high-security sovereign AI platform in Finland for enterprise and public sector use

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New KATAKRI-compliant service enabling AI development and deployment with data sovereignty, compliance, and scalable infrastructure

HELSINKI, April 27, 2026 /PRNewswire/ – CGI (TSX: GIB.A) (NYSE: GIB), one of the largest independent IT and business consulting services firms in the world, has launched a high-security sovereign AI and data services platform in Finland. The service provides an KATAKRI-compliant (National Security Auditing Criteria) environment enabling organizations to develop and operate AI applications in a secure and compliant environment.

As clients accelerate AI adoption, organizations must address strict data protection, security, and sovereignty requirements. CGI’s new high-security sovereign AI platform offers a deployment model delivered from a Finland-based data center, supporting enterprise and public sector clients that require the highest levels of security aligned with KATAKRI standards and control over their data and workloads, while enabling scalable adoption.

“With CGI’s local proximity model, we are uniquely positioned to partner with clients across industry sectors as they address evolving data protection, security, and sovereignty requirements,” said Niraj Sood, President, Finland, Poland and Baltics operations at CGI. “Our consultants, experts and engineers work side by side with our clients here in Finland, enabling a deep understanding of their needs, while also drawing on our global capabilities. With the integration of Agentic AI into the enterprise a top-of-mind priority for clients, we act as a trusted advisor: helping clients assess and build the right solution for their specific context, whether in high-security, cloud, or on-premise environments. We are pleased to complement these options with a platform that supports secure and scalable AI adoption where enhanced control and compliance are required.”

The platform is delivered from CGI’s high-security hybrid service, one of the few data centers certified against Finland’s national KATAKRI security audit criteria, which assesses information, physical, and administrative security for environments handling classified and other sensitive workloads. It supports the secure deployment of modern AI applications, enabling multiple large language models, seamless integration with existing systems via an OpenAI-compatible API, and a standardized delivery model that provides cost efficiency and predictability for enterprise-scale use.

“CGI helps clients assess different AI implementation options and select the most suitable approach for each use case. Our sovereign AI platform complements this by enabling organizations to operate data and AI applications within CGI’s data centers in Finland, under client governance and control, in a KATAKRI-certified setting,” said Jenni Mikkola, Senior Vice-President and Business Unit Leader for Global Technology Operations, CGI Finland.

“Generative AI offers significant potential for innovation and efficiency, and organizations are currently evaluating different ways to integrate AI into their overall architecture. CGI’s high-security AI platform provides a trusted alternative to public cloud and hybrid solutions, enabling clients to adopt AI quickly and securely while maintaining strong control over their data and environment,” said Mikkola.

About CGI
Founded in 1976, CGI is among the largest independent IT and business consulting services firms in the world. With 94,000 consultants and professionals across the globe, CGI delivers an end-to-end portfolio of capabilities, from strategic IT and business consulting to systems integration, managed IT and business process services and intellectual property solutions. CGI works with clients through a local relationship model complemented by a global delivery network that helps clients digitally transform their organizations and accelerate results. CGI Fiscal 2025 reported revenue is CA$15.91 billion and CGI shares are listed on the TSX (GIB.A) and the NYSE (GIB). Learn more at cgi.com.

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PATEO Joins Forces with AUMOVIO: AI-Driven Intelligent Driving Globalization to Jointly Expand the Global High-Computing SDV Market

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BEIJING, April 27, 2026 /PRNewswire/ — On April 25, at the Beijing International Automotive Exhibition, PATEO CONNECT Technology (Shanghai) Corporation (Stock Code: 2889.HK) entered into a strategic cooperation memorandum of understanding with AUMOVIO Holding China Co., Ltd. on the joint development of high-performance cross-domain integration and artificial general intelligence technologies and global market expansion.

According to the cooperation agreement, PATEO and AUMOVIO Group will fully leverage their respective research capabilities in high-computing SoC platforms, integrated cockpit-driving domain controllers and AGI algorithm research and development, as well as their industry influence in global supply chains, OEM customer resources and intelligent manufacturing, to jointly promote the global implementation of high-computing SDV domain control and AGI automotive application demonstration projects, and jointly promote the sustainable development of intelligent mobility and SDV technologies.

Regarding the specific details of the cooperation, the parties will jointly develop cross-domain integrated product solutions based on high-computing SoCs that meet future market demands. Meanwhile, a joint team will be formed to focus on demonstration projects for artificial general intelligence (AGI) automotive application products. Furthermore, PATEO and AUMOVIO Group will combine their respective advantages in technology, products, customers, supply chain, production and quality to jointly expand global SDV domain control and AGI application businesses. Based on their respective advantageous fields, the parties will realize a strong alliance of “channel + product”. At the technical level, upholding the principles of joint investment and technology collaboration, the parties will develop technologically leading high-computing and intelligent SDV technologies and products.

The signing of this Strategic Cooperation Memorandum of Understanding reflects AUMOVIO Group’s high recognition of the Company’s AI-centric, integrated “Software-Hardware-Chip-Cloud” automotive and mobile terminal solutions and ecosystem construction. This also marks a critical step for PATEO under its “AI + Globalization” dual-wheel drive strategy.

As an AI-centric provider of automotive and mobile terminal solutions and an ecosystem builder with integrated “Hardware-Software-Chip-Cloud” capabilities, PATEO has more than 2,100 employees globally and an R&D team of over 700 people, with its number of registered invention patents ranking first in the industry. This strategic cooperation with AUMOVIO Group is not only a significant milestone in PATEO’s globalization layout but also a powerful testament to its technical strength in the fields of high-computing SDV domain control and AGI application.

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ebike Market worth $74.98 billion by 2035| MarketsandMarkets™

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DELRAY BEACH, Fla., April 27, 2026 /PRNewswire/ — According to MarketsandMarkets™, the global ebike market is projected to grow from USD 46.39 billion in 2026 to USD 74.98 billion by 2035 at a CAGR of 5.5%.3

Browse 380 market data Tables and 156 Figures spread through 570 Pages and in-depth TOC on ‘ebike Market’

ebike Market Size & Forecast:

Market Size Available for Years: 2026-20352026 Market Size: 46.39 billion2032 Projected Market Size: 74.98 billionCAGR (2026–2035): 5.5%

ebike Market Trends & Insights:

>250W–<450W battery capacity ebikes to hold the largest market share globally.Mid-drive motors are expected to be the fastest-growing ebike motor type during the forecast period.North America is expected to be the fastest-growing ebike market during the forecast period.

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The global ebike market is growing gradually, with each region exhibiting different patterns. Asia Pacific dominates by volume, accounting for over 90% of global demand, driven by China’s large-scale adoption, affordability, and a strong manufacturing ecosystem, making ebikes a mainstream daily mobility solution. In Europe and North America, ebike demand has declined mainly due to structural and economic headwinds. In Europe, sales declined across key markets from 2023–2025 as high inflation, reduced consumer spending, and excess inventory from the pandemic surge led retailers to cut new orders. Some countries, like the Netherlands, reported a drop in bike sales in 2025, from 409,467 units in 2024 to 391,300 units; France dropped from 565,225 units in 2024 to 558,442 units; and Switzerland dropped from 151,772 units in 2024 to 142,223 units. The ebike market in Europe and North America is expected to recover in the second half of 2027.

>250W–<450W battery capacity ebikes to hold the largest market share globally.

The 250–450W segment dominates the ebike market primarily because it is the standard configuration for city, trekking, and hybrid pedal-assist ebikes, which represent the largest use case globally. Also, ebikes in this range achieve optimal efficiency, with energy density, weight, and motor draw well matched to typical urban duty cycles. A 300–400 W pack paired with 250 W-class motors typically delivers ~40–90 km of real-world range at moderate-assist levels without pushing cells into high discharge rates that accelerate thermal stress and degradation, allowing simpler battery management systems and air cooling instead of heavier thermal controls. Keeping capacity below ~450 W also reduces pack mass by ~1–2 kg versus larger systems, preserving ride dynamics, frame integration, and braking performance while enabling standard charging (2–4 A) on household outlets.

This range has seen the highest adoption in Europe, where regulations cap motor power at 250W. This has led major manufacturers like Bosch, Yamaha, and Shimano to design their systems around this limit, ensuring mass-market compliance and efficiency. In the Asia Pacific region, the same range is widely used for its cost-effectiveness and suitability for short-distance daily commuting, while in North America it remains common in commuter models despite the availability of higher-power options. Overall, this segment leads because it offers the best balance of regulatory compliance, affordability, energy efficiency, and real-world usability, making it the most practical choice for large scale adoption.

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Mid-drive motors are expected to be the fastest-growing ebike motor type during the forecast period.

Mid-drive motors are widely preferred in Europe and North America for their higher torque, better weight distribution, and superior efficiency, which align with premium commuting and trekking needs. Leading OEM systems from Bosch eBike Systems, Shimano Inc., and Yamaha Motor Co., Ltd. are engineered for these performance-focused markets. In contrast, hub motors dominate in Asia Pacific, largely driven by cost-sensitive demand. Suppliers such as Bafang Electric specialize in affordable hub motor systems that are easier to mass-produce and integrate. Notably, while many APAC-based suppliers (e.g., Bafang, Ananda, Dapu) export mid-drive systems to Europe and North America, they still prioritize hub motors domestically because mid-drive integration requires higher R&D investment, complex frame redesign, and drivetrain engineering, whereas hub motors can be easily mounted on conventional bicycle frames at lower cost. Overall, the global motor supply is dominated by key players such as Bosch eBike Systems, Shimano Inc., Yamaha Motor Co., Ltd., Brose Fahrzeugteile SE & Co. KG, and Bafang Electric, with Bosch, Shimano, and Bafang alone holding significant global market share due to their extensive OEM networks and technological capabilities.

North America is expected to be the fastest-growing ebike market during the forecast period.

North America is emerging as the fastest-growing e-bike market, driven by policy support, shifting mobility preferences, and expanding use cases beyond recreation. Between 2024 and 2026, several US states introduced purchase incentives and rebate programs. California offered substantial statewide vouchers of up to USD 2,000 for qualifying residents, with a focus on safety certifications; Colorado provided a USD 225 instant, point-of-sale tax credit for qualifying electric bikes, with additional incentives for cargo bikes; and local and city programs, such as those in Denver, offered significant incentives of up to USD 1,400. These government incentives are promoting ebikes in North America. In addition, cities are investing in bike-lane infrastructure and safety regulations, alongside stricter standards for battery safety and UL certification, improving consumer confidence. At the same time, rising fuel costs and demand for last-mile and cargo mobility solutions are accelerating adoption, especially in urban areas, making e-bikes a practical alternative to cars rather than just a recreational product.

Meanwhile, mountain and trekking ebikes hold a dominant share in North America because of the region’s strong outdoor culture and diverse terrain, where consumers demand higher performance, durability, and longer range. These bikes are predominantly equipped with mid-drive motors from key players such as Bosch eBike Systems, Shimano Inc., and Yamaha Motor Co., Ltd., which provide greater torque, improved balance, and more efficient power transfer on steep or off-road terrain. This preference reinforces the premiumization trend in North America, where consumers increasingly prioritize performance-oriented ebikes over basic urban models.

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Top Companies in ebike Market:

The Top Companies in ebike Market are Giant Manufacturing Co., Ltd (Taiwan), Yamaha Motor Company (Japan), Accell Group NV (Netherlands), Yadea Group Holdings, Ltd. (China), and Pon Bicycle Holdings B.V. (Netherlands).

Browse Adjacent Market: Automotive and Transportation Market Research Reports & Consulting

Related Reports:

Electric Vehicle Market

Electric Two Wheeler Market

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MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. With the widest lens on emerging technologies, we are proficient in co-creating supernormal growth for clients across the globe.

Today, 80% of Fortune 2000 companies rely on MarketsandMarkets, and 90 of the top 100 companies in each sector trust us to accelerate their revenue growth. With a global clientele of over 13,000 organizations, we help businesses thrive in a disruptive ecosystem.

The B2B economy is witnessing the emergence of $25 trillion in new revenue streams that are replacing existing ones within this decade. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we collaborate with several Forbes Global 2000 B2B companies to keep them future-ready. Our insights and strategies are powered by industry experts, cutting-edge AI, and our Market Intelligence Cloud, KnowledgeStore™, which integrates research and provides ecosystem-wide visibility into revenue shifts.

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