#Advantech IoT
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Nexus: The Dawn of IoT Consciousness – The Revolution Illuminating Big Data Chaos
#Advantech IoT#Aware World#Big Data#Big Data Chaos#Bosch IoT#Cisco IoT#Connected World#Contextual Awareness#Contextual Understanding#Continuous Improvement#Data Filtering#Distributed Intelligence#Edge AI#edge computing#Edge Data#Edge Intelligence#Edge Processing#HPE Edge#Intelligent Systems#Internet of Things#IoT#IoT Awareness#IoT Consciousness#IoT Ecosystem#IoT Hardware#IoT Networking#IoT Platform#Lean Efficiency#Nexus#Operational Optimization
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Top 7 Companies Leading Industrial Computing in 2024
Industrial computing has revolutionized sectors such as manufacturing, healthcare, energy, and transportation. These systems, designed for robust and efficient performance in industrial environments, play a pivotal role in enabling automation, data processing, and connectivity at scale. As industries embrace the Industrial Internet of Things (IIoT) and edge computing, several companies stand out…
#Advantech ARK systems#AI in industrial computing.#edge computing innovations#edge computing leaders#Honeywell#IBM Watson IoT#industrial automation#industrial automation trends#Industrial computing#Industrial computing leaders#industrial IoT solutions.#NVIDIA AI for industries#Rockwell#Rockwell Automation#Siemens#Siemens Industrial Edge#top companies in industrial IoT#top industrial computing companies
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From USD 25.4 Bn to USD 62.6 Bn: Passenger Info Systems See Major Growth
The global passenger information system market was valued at USD 25.4 Bn in 2022 and is projected to reach USD 62.6 Bn by 2031, expanding at a CAGR of 10.6% during the forecast period (2023–2031). These systems, which deliver real-time and static information to passengers through various mediums, are fast becoming essential for modern transit networks aiming to enhance operational efficiency, commuter experience, and safety.
Market Drivers & Trends
The accelerating adoption of real-time data solutions, driven by increasing urbanization, internet penetration, and smartphone usage, continues to drive demand for passenger information systems (PIS). Public and private sector investments in smart infrastructure, particularly under smart city initiatives, are adding momentum.
Furthermore, the transportation sector’s migration toward automated communication systems, combined with the integration of IoT, cloud, and big data analytics, is shaping new standards for commuter services. The demand for seamless connectivity and up-to-the-minute travel updates is rapidly transforming the landscape.
Latest Market Trends
Cloud-Based Deployments: Cloud infrastructure is being increasingly leveraged for flexible, scalable, and secure passenger data handling. Major transport hubs such as JFK Airport in New York have adopted cloud platforms to predict traffic and improve resource allocation.
IoT Integration: Devices and sensors deployed on vehicles and across transit networks are feeding real-time location, traffic, and occupancy data into PIS platforms. This allows for predictive scheduling, disruption alerts, and capacity planning.
Mobile-First Interfaces: With the widespread use of smartphones, PIS providers are focusing on mobile app integration, offering commuters instant access to route updates, platform changes, and delay notifications. Apps such as Daitik’s iPanel are gaining traction globally.
Key Players and Industry Leaders
The global PIS market is highly competitive, with numerous multinational corporations investing in R&D to enhance their offerings. Key players include:
Siemens AG
Alstom SA
Thales Group
Hitachi, Ltd.
Cisco Systems Inc.
Cubic Transportation Systems
Huawei Technologies Co., Ltd.
Mitsubishi Electric Corporation
Indra Sistemas, S.A.
Advantech Corporation
These companies are actively enhancing system intelligence, multi-modal integration, and AI-powered data analytics to remain at the forefront of innovation.
Recent Developments
March 2023: Irish Rail initiated the rollout of dual-language digital PIS displays and associated tech across the Cork commuter rail network.
January 2023: Deutsche Bahn (DB) launched enhanced regional PIS platforms capable of displaying real-time train occupancy rates.
September 2021: Singapore's Land Transport Authority (LTA) began installing advanced PIS infrastructure at over 300 bus stops to elevate commuter service quality.
These initiatives highlight a global trend toward digitized and intelligent transit communication systems.
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Market Opportunities
There is vast potential for PIS providers in emerging economies, especially across Asia Pacific, South America, and Middle East & Africa, where public transport infrastructure is expanding rapidly. Government-backed smart city and urban mobility projects offer fertile ground for new deployments.
Opportunities also exist in:
Multilingual & accessible display technologies
AI-driven passenger behavior analysis
Integration with contactless payment and ticketing systems
Cloud-native PIS applications for remote accessibility
Future Outlook
The PIS market is expected to continue its upward trajectory through 2031 and beyond, propelled by technological advancements and global urban mobility initiatives. With cities becoming more interconnected, the need for smart, scalable, and responsive information systems will only intensify.
Continued focus on personalization, data security, and cross-platform compatibility will define future market dynamics. The emergence of 5G connectivity is also likely to revolutionize real-time data transmission capabilities in the transit sector.
Market Segmentation
The passenger information system market is segmented based on:
Component:
Solutions: Display Systems, Announcement Systems, Mobile Apps, Infotainment
Services: Integration, Implementation, Maintenance
Functional Mode:
Multimedia Display
Audio & Video Systems
Computing & Surveillance Systems
Location:
On-board
In-station
Transport Type:
Airport
Rail & Metro
Road
Ports
This segmentation enables tailored solutions to meet the varying demands of different transit environments and end users.
Regional Insights
North America is expected to hold a dominant share due to strong vendor presence, advanced IT infrastructure, and consistent investment in transportation technologies.
Asia Pacific will experience the fastest growth, driven by urbanization, government smart city programs, and high passenger volumes in countries like China and India. Infrastructure investments and demand for integrated digital platforms are opening new revenue streams.
Europe continues to expand PIS implementation as part of sustainable mobility and smart urban development programs.
Why Buy This Report?
This report provides comprehensive insights, including:
In-depth market size and forecast from 2023–2031
Key growth drivers, restraints, and emerging trends
Detailed segmentation and regional analysis
Company profiles of top PIS vendors
Recent strategic developments and case studies
Technological landscape and opportunities in cloud, IoT, and AI
Whether you're a transportation authority, tech provider, investor, or urban planner, this report offers strategic intelligence to help you make informed decisions in the evolving mobility ecosystem.
Frequently Asked Questions (FAQs)
1. What is the current market size of the passenger information system market? The market was valued at US$ 25.4 Bn in 2022.
2. What is the projected market value by 2031? The market is expected to reach US$ 62.6 Bn by 2031.
3. What is driving market growth? Growth is fueled by increased demand for real-time data, smartphone integration, IoT and cloud adoption, and smart transportation infrastructure expansion.
4. Which region is expected to lead the market? North America is projected to dominate, while Asia Pacific will experience the fastest growth.
5. Who are the key players in the market? Major vendors include Siemens AG, Alstom SA, Thales Group, Hitachi, Cisco Systems, and Huawei, among others.
6. How are PIS technologies evolving? Integration with mobile apps, AI, cloud platforms, and real-time occupancy detection are major innovation trends.
7. What are the future opportunities in the market? Opportunities lie in smart cities, multimodal transport networks, and personalized commuter experiences powered by data analytics and AI.
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Global Embedded SBC Market Trends and Forecast 2025–2032

Embedded Single Board Computers (SBC) Market Analysis:
The global Embedded SBC Market size was valued at US$ 1.4 billion in 2024 and is projected to reach US$ 2.8 billion by 2032, at a CAGR of 10.4% during the forecast period 2025-2032
Embedded Single Board Computers (SBC) Market Overview
This report provides a deep insight into the global Embedded Single Board Computers (SBC) market covering all its essential aspects. This ranges from a macro overview of the market to micro details of the market size, competitive landscape, development trend, niche market, key market drivers and challenges, SWOT analysis, value chain analysis, etc. The analysis helps the reader to shape the competition within the industries and strategies for the competitive environment to enhance the potential profit. Furthermore, it provides a simple framework for evaluating and accessing the position of the business organization. The report structure also focuses on the competitive landscape of the Global Embedded Single Board Computers (SBC) Market, this report introduces in detail the market share, market performance, product situation, operation situation, etc. of the main players, which helps the readers in the industry to identify the main competitors and deeply understand the competition pattern of the market. In a word, this report is a must-read for industry players, investors, researchers, consultants, business strategists, and all those who have any kind of stake or are planning to foray into the Embedded Single Board Computers (SBC) market in any manner.
Embedded Single Board Computers (SBC) Key Market Trends :
Rise in Edge Computing Applications Growing demand for real-time processing and analytics at the edge is boosting the adoption of embedded SBCs across sectors.
Expansion in Industrial Automation Industries are increasingly using embedded SBCs for controlling automation systems and smart machines.
Miniaturization of Embedded Systems Compact, high-performance SBCs are gaining traction in portable and space-constrained devices.
Increased Defense and Aerospace Applications Rugged and reliable SBCs are essential for mission-critical systems in military and aerospace environments.
Adoption in AI and IoT Projects SBCs are powering AI-based edge devices and smart IoT systems across multiple industries.
Embedded Single Board Computers (SBC) Market Regional Analysis :
North America:Strong demand driven by EVs, 5G infrastructure, and renewable energy, with the U.S. leading the market.
Europe:Growth fueled by automotive electrification, renewable energy, and strong regulatory support, with Germany as a key player.
Asia-Pacific:Dominates the market due to large-scale manufacturing in China and Japan, with growing demand from EVs, 5G, and semiconductors.
South America:Emerging market, driven by renewable energy and EV adoption, with Brazil leading growth.
Middle East & Africa:Gradual growth, mainly due to investments in renewable energy and EV infrastructure, with Saudi Arabia and UAE as key contributors.
Embedded Single Board Computers (SBC) Market Segmentation :
The research report includes specific segments by region (country), manufacturers, Type, and Application. Market segmentation creates subsets of a market based on product type, end-user or application, Geographic, and other factors. By understanding the market segments, the decision-maker can leverage this targeting in the product, sales, and marketing strategies. Market segments can power your product development cycles by informing how you create product offerings for different segments. Key Company
Advantech
Abaco Systems
Curtiss-Wright
AAEON
ADLINK
Congatec AG
Kontron
Digi International
DFI
IEI Integration Corp
Extreme Engineering Solutions (X-ES)
Portwell
Mercury Systems
SMART Embedded Computing
EVOC GROUP
Acromag
Eurotech
Arbor Technology
Axiomtek
Concurrent Technologies
Elma Electronic
Lemaker
DFRobot
BVM Ltd
North Atlantic Industries
Connect Tech
Interface Concepts
Crowd Supply
Market Segmentation (by Type)
CPCI
VME
VPX
ATCA
Others
Market Segmentation (by Application)
Industrial Automation
Automotive and Transportation
Network Appliance
Entertainment and Public Service
Energy and Utilities
Data Centers
Military and Aerospace
Others
Market Drivers
Growing Demand for Industrial Automation The adoption of smart manufacturing and Industry 4.0 is driving the use of embedded SBCs for real-time control and monitoring.
Rise of AI and IoT Integration The integration of artificial intelligence and Internet of Things into embedded systems is fueling demand for compact computing solutions.
Expanding Defense and Aerospace Budget Increased investment in defense systems worldwide is boosting the requirement for robust embedded platforms like SBCs.
Market Restraints
High Development and Customization Cost Customizing SBCs for specific industrial applications can be expensive, limiting their adoption by smaller enterprises.
Complexity in Integration Integrating SBCs into legacy systems and diverse hardware environments can be technically challenging.
Limited Performance in High-End Computing SBCs often lack the computing power required for large-scale data processing, restricting their use in some applications.
Market Opportunities
Surge in Smart City and Infrastructure Projects Increasing adoption of smart public services and surveillance systems is creating new opportunities for SBC deployment.
Emerging Markets and Regional Expansion Developing regions like Asia-Pacific and Latin America present growth potential due to rapid industrialization and tech adoption.
Advancement in Low-Power SBC Designs Innovations in energy-efficient embedded systems are making SBCs more suitable for portable and remote applications.
Market Challenges
Rapid Technological Changes Fast-paced evolution in embedded systems demands continuous updates, which can be resource-intensive for manufacturers.
Security Vulnerabilities SBCs used in connected systems are prone to cybersecurity risks, necessitating enhanced protection mechanisms.
Supply Chain Disruptions Global component shortages and geopolitical tensions may impact the availability and pricing of SBCs.
Key Benefits of This Market Research:
Industry drivers, restraints, and opportunities covered in the study
Neutral perspective on the market performance
Recent industry trends and developments
Competitive landscape & strategies of key players
Potential & niche segments and regions exhibiting promising growth covered
Historical, current, and projected market size, in terms of value
In-depth analysis of the Embedded Single Board Computers (SBC) Market
Overview of the regional outlook of the Embedded Single Board Computers (SBC) Market:
Key Reasons to Buy this Report:
Access to date statistics compiled by our researchers. These provide you with historical and forecast data, which is analyzed to tell you why your market is set to change
This enables you to anticipate market changes to remain ahead of your competitors
You will be able to copy data from the Excel spreadsheet straight into your marketing plans, business presentations, or other strategic documents
The concise analysis, clear graph, and table format will enable you to pinpoint the information you require quickly
Provision of market value (USD Billion) data for each segment and sub-segment
Indicates the region and segment that is expected to witness the fastest growth as well as to dominate the market
Analysis by geography highlighting the consumption of the product/service in the region as well as indicating the factors that are affecting the market within each region
Provides insight into the market through Value Chain
Market dynamics scenario, along with growth opportunities of the market in the years to come
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#Advantech#RTXPRO6000#AI#HPC#GPUComputing#EdgeAI#DataCenter#GTC2025#powerelectronics#powermanagement#powersemiconductor
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Multi-Access Edge Computing Market Size, Share, Analysis, Forecast, and Growth Trends to 2032 – Startups Disrupt Traditional Cloud Models
Multi-Access Edge Computing Market was valued at USD 3.40 billion in 2023 and is expected to reach USD 121.86 billion by 2032, growing at a CAGR of 48.95% from 2024-2032.
The U.S. Multi-Access Edge Computing (MEC) Market is on the cusp of an unprecedented growth trajectory, projected to skyrocket from a valuation of USD 1.05 billion in 2023 to a staggering USD 37.29 billion by 2032. This represents an extraordinary Compound Annual Growth Rate (CAGR) of 48.72% from 2024 to 2032, underscoring MEC's pivotal role in the nation's digital infrastructure. The rapid expansion is fundamentally driven by the escalating demand for ultra-low latency, high-bandwidth applications, and the pervasive rollout of 5G networks, transforming how data is processed and utilized across diverse industries.
U.S. Multi-Access Edge Computing Market Poised for Substantial Growth, Driven by Digitalization of Design and Outdoor Living Trends
The explosive growth of the U.S. Multi-Access Edge Computing Market signifies a critical shift in how data is managed and leveraged across enterprises. By bringing computation and data storage closer to the source of data generation, MEC is revolutionizing industries that rely on real-time decision-making, such as autonomous vehicles, smart cities, and industrial IoT. This technological evolution is not merely about enhancing network performance; it's about unlocking new frontiers of innovation, enabling immersive experiences, and fostering a new era of highly responsive and intelligent applications that are essential for competitive advantage in the digital age.
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Market Keyplayers:
ADLINK Technology Inc.
Advantech Co., Ltd.
FogHorn Systems Inc.
Hewlett Packard Enterprise Development LP
Huawei Technologies Co., Ltd.
Juniper Networks, Inc.
Saguna Network Ltd.
SMART Embedded Computing
Vapor IO
ZephyrTel
Dell Technologies Inc.
Intel Corporation
Cisco Systems, Inc.
Ericsson AB
Nokia Corporation
IBM Corporation
Market Analysis
The proliferation of connected devices and the exponential increase in data generated at the edge of networks are creating an urgent need for localized processing capabilities to minimize latency and improve application performance.
The widespread deployment of 5G networks across the U.S. is a major catalyst, as MEC complements 5G's high bandwidth and low-latency features, enabling a new generation of real-time, mission-critical applications.
Growing enterprise demand for enhanced operational efficiency, improved user experiences, and robust security at the edge is propelling significant investments in MEC infrastructure and solutions.
Market Trends
Integration with AI and IoT: The convergence of MEC with Artificial Intelligence (AI) and the Internet of Things (IoT) is a dominant trend, enabling intelligent data processing, predictive analytics, and automated decision-making directly at the edge, fostering smart and responsive environments.
Expansion of Industry-Specific Edge Solutions: There is a strong focus on developing tailored MEC solutions for specific verticals, including smart manufacturing, healthcare, retail, and transportation, addressing their unique operational requirements and driving specialized use cases.
Market Scope
The U.S. Multi-Access Edge Computing Market encompasses a comprehensive ecosystem of hardware, software, and services designed to deliver computing capabilities closer to the end-users and data sources. This includes:
Edge Servers and Devices: Distributed computing hardware at the network edge, such as micro-data centers, gateways, and specialized IoT devices.
MEC Platforms and Software: Software solutions for managing, orchestrating, and deploying applications at the edge, including edge application development platforms, management tools, and security software.
Professional Services: Consulting, integration, and support services for MEC implementation, crucial for complex deployments across various industries.
Key Applications: Real-time video analytics, augmented and virtual reality (AR/VR), industrial automation, smart city applications, connected vehicles, and remote patient monitoring.
Forecast Outlook
The future of the U.S. Multi-Access Edge Computing market gleams with immense potential, promising a transformative impact on virtually every sector. As the digital landscape becomes increasingly reliant on instantaneous data processing and hyper-localized services, MEC will serve as the foundational technology enabling next-generation applications and experiences. The relentless pace of 5G expansion, coupled with continuous advancements in AI and IoT, will drive unprecedented innovation, fostering a new era of intelligent, connected environments that empower businesses to operate with unparalleled efficiency, agility, and insight.
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Conclusion
The U.S. Multi-Access Edge Computing Market's projected growth to USD 37.29 billion by 2032 signifies a profound technological shift and a critical investment for businesses aiming to thrive in the digital economy. The imperative for ultra-low latency, high-bandwidth applications, and robust real-time data processing, particularly spurred by the pervasive rollout of 5G, firmly positions MEC as an indispensable technology. For organizations seeking to unlock new efficiencies, deliver superior customer experiences, and establish a competitive edge in an increasingly connected world, embracing and strategically deploying MEC solutions is not merely an advantage, but a necessity for sustained growth and innovation.
Related Reports:
U.S.A leads the charge in revolutionizing Context-Aware Computing with cutting-edge innovations
U.S.A pioneers breakthroughs in the rapidly growing Affective Computing Market
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#Multi-Access Edge Computing Market#Multi-Access Edge Computing Market Scope#Multi-Access Edge Computing Market Share
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Sharper Vision: Unlocking Growth in the Global Vision Inspection Systems Market
Market Overview
The Vision Inspection Systems market is experiencing significant growth, driven by strict regulatory mandates related to product quality and safety, increasing automation in manufacturing, and the widespread adoption of Industry 4.0 technologies. Vision inspection systems are being increasingly adopted in sectors such as electronics, pharmaceuticals, food & beverages, and automotive, where precision and compliance are critical. Despite the promising growth trajectory, the market faces challenges such as high initial investment requirements and technical interoperability concerns.
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Market Growth Drivers
Regulatory Compliance & Quality Assurance Requirements Government regulations such as FDA guidelines, ISO standards, GMP, HACCP, EPA mandates, OSHA norms, and CE certifications play a critical role in ensuring the quality and safety of products. These frameworks cover a wide array of industries including food, pharmaceuticals, electronics, and consumer goods. Vision inspection systems help manufacturers meet these compliance requirements by enabling real-time inspection and defect identification using advanced machine vision technologies and artificial intelligence. These systems ensure not just compliance but also boost consumer trust in product reliability and safety.
Accelerated Adoption of Industry 4.0 Technologies The rise of Industry 4.0 has paved the way for smart manufacturing, integrating technologies such as AI, robotics, IoT, and data analytics into production environments. Vision inspection systems are being integrated into these smart ecosystems to support real-time quality control, predictive maintenance, and process automation. For instance, in January 2021, Cognex Corporation introduced the In-Sight 3DL4000, a smart camera equipped with 3D laser displacement technology. This innovation allows manufacturers to perform comprehensive inspections in 3D environments, improving defect detection accuracy on automated lines.
Emerging Trends
AI Integration in Vision Systems The convergence of artificial intelligence with machine vision is transforming how inspection systems operate. AI-enabled systems can adapt to new product lines, detect micro-level flaws, and analyze vast data sets in real time, making them more efficient than traditional models. Key players are incorporating AI into their systems for improved accuracy and efficiency. In April 2024, Cognex launched the In-Sight L38 3D Vision System, which uses a hybrid of AI, 2D, and 3D imaging for multi-dimensional inspections. Similarly, Advantech and Overview AI collaborated in 2023 to release the OV20i AI vision system, combining edge computing with deep-learning-based vision analytics.
Key Opportunities
Technological Advancements in Vision Systems R&D investments from leading companies are driving continuous innovation in vision inspection technology. Upgrades such as improved sensor resolution, color imaging, dynamic range, and the implementation of computational imaging techniques are rapidly evolving the capabilities of these systems. Syntegon Technology GmbH introduced an AI-equipped automated inspection machine in 2021, designed for pharmaceutical applications. These advancements are enabling a new generation of integrated inspection systems tailored for the healthcare, food, and electronics industries.
Market Segmentation Insights
By Offering: Dominance of Hardware Segment In 2025, the hardware segment is projected to capture over 58.5% of the total market. This includes components such as cameras, processors, lighting, vision sensors, and lenses. The increased use of machine vision for quality control across production environments is driving hardware demand. Major industries such as pharmaceuticals, electronics, automotive, and food processing are investing in inspection hardware to meet stringent quality standards. Meanwhile, the software segment is expected to grow at the fastest rate due to the rising demand for AI-driven visual analysis. In November 2023, Cohu, Inc. introduced an AI-powered inspection module as part of its DI-Core analytics platform to enhance real-time visual inspection in semiconductor manufacturing.
By Application: Defect Detection Leads Among various applications, defect detection is expected to dominate in 2025 with over 27% of the market share. Vision systems for defect detection are now integral in modern manufacturing, where consistent product quality and waste reduction are paramount. Companies increasingly rely on these systems for identifying surface flaws, cracks, misalignments, and other imperfections in high-speed production environments. On the other hand, identification inspection is forecasted to experience the highest CAGR, owing to its importance in food safety and packaging integrity across fast-paced industries like F&B and logistics.
By Type: PC-Based Systems Maintain Leadership PC-based systems are anticipated to account for over 52.6% of the market by 2025. These systems offer high flexibility and processing power, making them ideal for complex inspection tasks in dynamic manufacturing settings. Their adaptability and ability to support custom software configurations give them an edge, particularly in industries with high variation in product types and inspection requirements. However, smart camera-based systems are poised to record the highest growth rate, driven by advancements in edge AI and the increasing trend of compact, plug-and-play inspection solutions.
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By Inspection Mode: 2D Holds the Majority, but 3D Is Rising Fast The 2D mode of inspection is projected to command a market share of over 66.5% in 2025. It remains the preferred method for applications involving barcode scanning, labeling verification, and surface inspection due to its simplicity and cost-effectiveness. Nonetheless, 3D inspection mode is set to grow rapidly, fueled by rising demand for detailed inspections in industries such as electronics and automotive, where geometric accuracy and spatial measurements are critical.
By End User: Electronics & Semiconductor Sector Takes the Lead The electronics and semiconductor industry is projected to dominate the market in 2025 with a share exceeding 18.9%. This is largely attributed to the sector’s need for precision inspection of tiny and intricate components such as PCBs, microchips, and soldering joints. Vision inspection systems are essential in this segment to detect minute anomalies that could cause significant functional failures. Moreover, the electronics and semiconductor segment is also projected to witness the fastest growth rate through 2032, driven by rapid miniaturization trends and growing consumer demand for high-performance electronics.
Regional Insights
Asia-Pacific Leading the Charge Asia-Pacific is expected to account for over 38.2% of the global market in 2025, with the highest projected CAGR of 8.8% during the forecast period. The region benefits from a strong manufacturing base across China, Japan, South Korea, and India, along with rising investments in industrial automation and smart factory initiatives. Moreover, increasing quality awareness, rising labor costs, and the need for export-grade product compliance are pushing companies to adopt vision inspection systems. Industries such as automotive, pharmaceutical, and food processing are especially propelling demand in this region.
Key Players & Competitive Landscape
The market landscape is highly competitive, with key players focusing on innovation, AI integration, and strategic partnerships. Leading companies include:
Teledyne Technologies Inc. (U.S.)
OMRON Corporation (Japan)
Optel Vision Inc. (Canada)
Cognex Corporation (U.S.)
KEYENCE Corporation (Japan)
FANUC Corporation (Japan)
Mettler-Toledo International Inc. (U.S.)
Antares Vision S.p.A. (Italy)
Datalogic SpA (Italy)
Averna Technologies Inc. (Canada)
National Instruments Corporation (U.S.)
Pleora Technologies Inc. (Canada)
USS Vision LLC (U.S.)
ISRA VISION GmbH (Germany)
Basler AG (Germany)
Qualitas Technologies (India)
Recent innovations by these firms demonstrate the industry's shift toward AI-driven, high-accuracy inspection solutions. For example, KEYENCE launched its VS Series smart cameras in October 2023, featuring IP67-rated enclosures and smart lens control for advanced inspections in challenging environments.
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How Edge AI Software is Reshaping IoT, 5G, and Cloud Computing
The global edge AI software market size was valued at USD 1.56 billion in 2023 and is expected to grow at a CAGR of 28.8% from 2024 to 2030. Numerous factors, such as the proliferation of Internet of Things (IoT) devices, increasing demand for real-time decision-making, advancements in AI and ML, and 5G network expansion, are primarily contributing to the growth of the market. Furthermore, processing data locally on edge devices helps organizations comply with stringent data privacy regulations and avoid the security risks associated with transmitting sensitive data to centralized cloud servers. This is particularly essential in the healthcare, finance, and government sectors. Thus, there is high growth in the edge artificial intelligence (AI) software market.
Key Edge AI Software Company Insights
Key edge AI software companies include Amazon Web Services, Edge Impulse Inc., and Google. Companies active in the market are focusing aggressively on expanding their customer base and gaining a competitive edge over their rivals. Hence, they pursue various strategic initiatives, including partnerships, mergers & acquisitions, collaborations, and new product/ technology development. For instance, in June 2024, Advantech Co., Ltd., an IoT intelligent systems provider, launched AIR-520 Edge AI server solution for generative AI applications, including Phison's patented aiDAPTIV+ technology. The solution facilitates the fine-tuning of large language models (LLMs) using 1-4 GPU cards and SQ ai100 AI SSDs. It allows businesses to train LLMs in a cost-effective manner while ensuring the security of sensitive data at the edge.
Recent Developments
In July 2024, NTT DATA Inc., a consulting and information technology service company, launched Edge AI, which delivers a comprehensive managed service platform designed to expedite Information Technology (IT)/Operational Technology (OT) convergence by migrating AI processing to the edge. This platform encompasses everything needed for Edge AI deployment, including systems, tools, and necessary capabilities. It effectively handles data identification, gathering, integration, computing capacity, smooth connectivity, and the management of AI models.
In June 2024, STMicroelectronics, a semiconductor manufacturer, launched ST Edge AI Suite, integrating tools, software, and expertise to streamline and expedite the development of edge-AI applications. The ST Edge AI Suite stands as a unified set of software tools aimed at simplifying the creation and launch of embedded AI applications. This complete package aids in the entire process, from data collection to the actual implementation of machine learning algorithms on devices, making the development workflow more efficient for various user types.
#EdgeAI#ArtificialIntelligence#AIMarket#EdgeComputing#EdgeAISoftware#AIInnovation#MachineLearning#AITrends#TechIndustry#AIResearch#FutureOfAI#AIForGood#AIAdvancements#AIinTech#AI2024#EdgeTechnology#TechTrends#SmartAI#AIComputing
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MatDeck: A Powerful All-in-One Software for Engineering, AI, and Data Analysis
In today’s fast-paced technological world, professionals across various fields require powerful, versatile, and efficient software to handle tasks like data analysis, engineering simulations, AI modeling, and scientific computing. MatDeck is an innovative, all-in-one software platform that integrates mathematics, programming, AI, data acquisition, and graphical user interface (GUI) development into a single environment. Whether you are a scientist, engineer, researcher, or developer, MatDeck offers a seamless workflow for your computational needs.
What is MatDeck?
MatDeck is a high-performance software suite designed for data analysis, engineering, AI modeling, simulation, and automation. It combines features from MATLAB, Python, and LabVIEW, providing users with an intuitive interface and powerful computational capabilities. The software supports scientific programming, GUI development, signal processing, AI/ML applications, and hardware integration.
Key Features of MatDeck
1. Advanced Mathematics & Scientific Computing
MatDeck offers a comprehensive set of mathematical tools, including:
Algebraic and symbolic computation
Matrix operations and vector calculus
Differential equations and integrals
Probability distributions and statistical analysis
2. Programming Capabilities (Python & MD Script)
MatDeck supports Python integration, allowing users to execute Python scripts directly within its environment. It also includes MD Script, a unique scripting language optimized for high-performance computations.
3. Artificial Intelligence & Machine Learning
Built-in support for TensorFlow and PyTorch
No-code AI model creation
Data visualization and predictive analytics
Image processing and deep learning applications
4. Data Acquisition & Hardware Integration
Compatible with 400+ hardware devices (Advantech, ICP DAS, LabJack, etc.)
Supports Modbus, SCADA, and virtual instrumentation
Real-time sensor data acquisition and control
5. Graphical User Interface (GUI) Designer
Drag-and-drop GUI development with no coding required
Supports Tkinter, PyQt, and Flet for Python applications
Interactive dashboards for real-time monitoring and data visualization
6. Engineering & Simulation Tools
Circuit design and analysis
Finite Element Analysis (FEA)
DSP (Digital Signal Processing) & Fast Fourier Transform (FFT)
Automation and control system modeling
7. Document-Based Workflow
Unlike traditional programming environments, MatDeck uses interactive document-based workflows, allowing users to combine:
Code execution
Data visualization
Mathematical equations
Embedded simulations
Applications of MatDeck
✔ Engineering & Robotics – Automate control systems and real-time simulations. ✔ AI & Machine Learning – Train deep learning models and deploy AI applications. ✔ Scientific Research – Solve complex equations and visualize experimental data. ✔ Data Acquisition & IoT – Connect hardware devices for real-time monitoring. ✔ Software Development – Create standalone GUI-based applications.
Conclusion
MatDeck is a powerful, feature-rich platform that bridges the gap between mathematical computing, AI, and software development. Its versatility, ease of use, and integration capabilities make it an essential tool for engineers, data scientists, and researchers looking to enhance productivity and streamline their workflow.
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Medical Carts Market Trends: Rise in Demand for Point-of-Care Solutions
The Medical Carts Market is witnessing significant growth, driven by increasing demand for efficient and mobile healthcare solutions.

Medical carts, used to store and transport medical supplies, medications, and equipment, play a crucial role in improving patient care and streamlining hospital workflows. The growing emphasis on enhancing hospital efficiency and the rising adoption of electronic health records (EHR) have further fueled the demand for medical carts. Technological advancements, including integration with IoT and AI, are enhancing the functionality and versatility of medical carts, making them essential in modern healthcare settings.
The Medical Carts MarketSize was valued at USD 3.08 billion in 2023 and is expected to reach USD 12.56 billion by 2032 and grow at a CAGR of 16.88% over the forecast period 2024-2032.
Regional Analysis
The North American market holds the largest share in the medical carts market due to well-established healthcare infrastructure, high adoption of advanced medical devices, and increased government funding for healthcare facilities. The European market follows closely, driven by the rising focus on improving patient safety and healthcare efficiency. The Asia-Pacific region is anticipated to witness the fastest growth, fueled by increasing healthcare expenditure, growing patient population, and a rise in the number of hospitals and clinics. Countries such as China, India, and Japan are at the forefront of this growth due to rapid urbanization and modernization of healthcare infrastructure. The Middle East and Africa and Latin America markets are also poised for steady growth, supported by improving healthcare access and investments in medical technology.
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Key Players The major Players Ergotron, Inc, ITD GmbH, Godrej Interior Healthcare, Capsa Healthcare, Enovate Medical, Touch Point Medical, JACO Inc, Advantech Co., Ltd, Harloff Manufacturing Co, Medline Industries Inc, Holo Industries LLC , Armstrong Medical Inc, McKesson Medical-Surgical Inc, Omni cell Inc, Altus Health Systems, Compu Caddy, and others.
Key Points
Increasing demand for mobile and technologically advanced medical carts in hospitals and healthcare facilities.
Rising adoption of electronic health records (EHR) and point-of-care testing driving market growth.
North America holds the largest market share due to advanced healthcare infrastructure.
Asia-Pacific expected to register the highest growth rate due to increasing healthcare spending.
Key players in the market include Ergotron, Capsa Healthcare, ITD GmbH, Midmark Corporation, and AFC Industries.
Growing focus on reducing hospital-associated infections (HAIs) through improved hygiene and storage solutions.
Expansion of smart and AI-integrated medical carts enhancing operational efficiency.
Future Scope
The future of the medical carts market looks promising, with technological innovations and increased healthcare investments driving growth. The integration of smart technologies such as RFID tracking, automated medication dispensing, and AI-based inventory management is expected to enhance the functionality of medical carts. Additionally, the growing trend of home-based healthcare and remote patient monitoring will further increase the demand for portable and multifunctional medical carts. Manufacturers are focusing on developing lightweight, ergonomic, and durable carts to meet the evolving needs of healthcare providers. Moreover, the shift toward personalized medicine and precision healthcare will create new opportunities for market expansion.
Conclusion
The medical carts market is poised for substantial growth in the coming years, driven by increasing demand for efficient healthcare solutions, technological advancements, and rising healthcare expenditures. As healthcare facilities seek to enhance patient care and streamline workflows, the adoption of innovative medical carts is expected to accelerate. Market players are likely to focus on product innovation, strategic partnerships, and expanding their global footprint to capitalize on emerging opportunities.
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🚀𝐇𝐨𝐰 𝐈𝐨𝐓 𝐒𝐞𝐧𝐬𝐨𝐫𝐬 𝐀𝐫𝐞 𝐑𝐞𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐢𝐳𝐢𝐧𝐠 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐢𝐧 𝟐𝟎𝟐𝟓 | IndustryARC™
The global IoT sensors market size was estimated at USD 13.36 billion in 2023 and is expected to grow at a CAGR of 36.8% from 2024 to 2030.
👉𝑫𝒐𝒘𝒏𝒍𝒐𝒂𝒅 𝑺𝒂𝒎𝒑𝒍𝒆 𝑹𝒆𝒑𝒐𝒓𝒕
The #IoT #Sensors Market refers to the industry focused on sensors that are used in Internet of Things (#IoT) applications. These sensors collect and transmit data, enabling smart devices, industrial automation, and real-time monitoring across various sectors.
🔹𝐈𝐧𝐜𝐫𝐞𝐚𝐬𝐞𝐝 𝐔𝐬𝐞 𝐨𝐟 𝐀𝐈 𝐚𝐧𝐝 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠:
Edge Computing combined with #AI and #machine_learning will help process sensor #data faster and more efficiently, reducing latency and bandwidth usage. Sensors will become smarter, capable of performing complex analytics at the edge, enabling real-time decision-making without the need for a central cloud server.
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🔹𝐌𝐢𝐧𝐢𝐚𝐭𝐮𝐫𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐒𝐞𝐧𝐬𝐨𝐫𝐬:
As IoT applications require more compact, energy-efficient devices, we can expect sensors to become increasingly smaller while maintaining or enhancing their performance. Miniaturized sensors will enable integration into a wide variety of devices, especially in wearables, healthcare, and smart consumer products.
𝐒𝐦𝐚𝐫𝐭 𝐒𝐞𝐧𝐬𝐨𝐫𝐬 𝐰𝐢𝐭𝐡 𝐌𝐮𝐥𝐭𝐢-𝐟𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐚𝐥𝐢𝐭𝐲:
The trend toward multi-sensor devices that combine various sensing capabilities in one chip (e.g., temperature, humidity, and pressure sensing in a single sensor) will continue to grow.
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𝐓𝐲𝐩𝐞𝐬 𝐨𝐟 𝐈𝐨𝐓 𝐒𝐞𝐧𝐬𝐨𝐫𝐬:
🔹Temperature Sensors (e.g., HVAC, smart thermostats)
🔹Pressure Sensors (e.g., industrial automation, smart grids)
🔹Proximity Sensors (e.g., automotive, retail)
🔹Motion & Occupancy Sensors (e.g., security systems, smart homes)
🔹Gas Sensors (e.g., air quality monitoring, smart agriculture)
🔹Image & Optical Sensors (e.g., smart cameras, biometric systems)
🔹Humidity Sensors (e.g., weather forecasting, industrial control)
➡️ 𝐤𝐞𝐲 𝐏𝐥𝐚𝐲𝐞𝐫𝐬 : NXP Semiconductors | Bosch Global Software Technologies | Honeywell Industrial Automation | Amkor Technology, Inc. | KYOCERA AVX Components Corporation | Parker Electromechanical and Drive Technology | C&K | BOE Technology Group Co., Ltd. | Spark Minda | Salcomp Plc | TDK Americas | ALPS ALPINE Europe | Panoramic Power | TESEO S.p.A — Eiffage Energy Systems Italy | Advantech Malaysia |
#IoTSensors#SmartSensors#IIoT#IndustrialIoT#EdgeComputing#AIoT#IoTDevices#SensorTechnology#IoTAnalytics#5GIoT#WirelessSensors#ConnectedDevices#Automation#Industry40#DigitalTransformation#EmbeddedSensors#SmartManufacturing#DataDriven#CloudIoT#IoTInnovation
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Edge AI Software Market Size, Share And Trends Analysis Report
The global edge AI software market size was valued at USD 1.56 billion in 2023 and is expected to grow at a CAGR of 28.8% from 2024 to 2030. Numerous factors, such as the proliferation of Internet of Things (IoT) devices, increasing demand for real-time decision-making, advancements in AI and ML, and 5G network expansion, are primarily contributing to the growth of the market. Furthermore, processing data locally on edge devices helps organizations comply with stringent data privacy regulations and avoid the security risks associated with transmitting sensitive data to centralized cloud servers. This is particularly essential in the healthcare, finance, and government sectors. Thus, there is high growth in the edge artificial intelligence (AI) software market.
Edge AI systems are designed to be energy-efficient, which is essential for various battery-powered devices such as drones, sensors, and wearables. This enables the scalable deployment of Edge AI solutions across various sectors. Moreover, by performing AI processing at the edge, companies can significantly reduce the costs associated with data transmission to the cloud. This also decreases latency, making Edge AI suitable for applications requiring quick response times, such as robotics and smart manufacturing. Furthermore, the rise of autonomous vehicles, drones, and robots requires real-time AI processing at the edge for various tasks such as object recognition, navigation, and decision-making without relying on cloud-based systems.
Gather more insights about the market drivers, restrains and growth of the Edge AI Software Market
Key Edge AI Software Company Insights
Key edge AI software companies include Amazon Web Services, Edge Impulse Inc., and Google. Companies active in the market are focusing aggressively on expanding their customer base and gaining a competitive edge over their rivals. Hence, they pursue various strategic initiatives, including partnerships, mergers & acquisitions, collaborations, and new product/ technology development. For instance, in June 2024, Advantech Co., Ltd., an IoT intelligent systems provider, launched AIR-520 Edge AI server solution for generative AI applications, including Phison's patented aiDAPTIV+ technology. The solution facilitates the fine-tuning of large language models (LLMs) using 1-4 GPU cards and SQ ai100 AI SSDs. It allows businesses to train LLMs in a cost-effective manner while ensuring the security of sensitive data at the edge.
Recent Developments
• In July 2024, NTT DATA Inc., a consulting and information technology service company, launched Edge AI, which delivers a comprehensive managed service platform designed to expedite Information Technology (IT)/Operational Technology (OT) convergence by migrating AI processing to the edge. This platform encompasses everything needed for Edge AI deployment, including systems, tools, and necessary capabilities. It effectively handles data identification, gathering, integration, computing capacity, smooth connectivity, and the management of AI models.
• In June 2024, STMicroelectronics, a semiconductor manufacturer, launched ST Edge AI Suite, integrating tools, software, and expertise to streamline and expedite the development of edge-AI applications. The ST Edge AI Suite stands as a unified set of software tools aimed at simplifying the creation and launch of embedded AI applications. This complete package aids in the entire process, from data collection to the actual implementation of machine learning algorithms on devices, making the development workflow more efficient for various user types.
• In February 2024, Intel Corporation, launched a new Edge Platform, a scalable, open-source software platform that allows companies to easily create, deploy, manage, secure, and operate edge and AI applications with the ease of cloud technology.
Global Edge AI Software Market Report Segmentation
This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global edge AI software market report based on the offering, data type, vertical, and region:
Offering Outlook (Revenue, USD Million, 2017 - 2030)
• Solutions
• Services
Data Type Outlook (Revenue, USD Million, 2017 - 2030)
• Audio Data
• Mobile Data
• Sensor Data
• Biometric Data
• Speech Recognition
• Video and Image Recognition
• Others
Vertical Outlook (Revenue, USD Million, 2017 - 2030)
• BFSI
• Government & Public Sector
• Healthcare & Life Sciences
• IT & Telecommunications
• Energy & Utilities
• Manufacturing
• Automotive
• Others
Regional Outlook (Revenue, USD Million, 2017 - 2030)
• North America
o U.S.
o Canada
o Mexico
• Europe
o UK
o Germany
o France
• Asia Pacific
o China
o India
o Japan
o Australia
o South Korea
• Latin America
o Brazil
• MEA
o UAE
o South Africa
o KSA
Order a free sample PDF of the Edge AI Software Market Intelligence Study, published by Grand View Research.
#Edge AI Software Market#Edge AI Software Market Size#Edge AI Software Market Share#Edge AI Software Market Analysis#Edge AI Software Market Growth
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Industrial IoT Display Market Size share value Trends and Growth Drivers [2028]
The Industrial IoT Display Market Size is projected to reach USD 1.6 billion by 2028 from an estimated USD 0.9 billion in 2023, at a CAGR of 13.3% from 2023 to 2028. The growing adoption of IoT and increasing demand for HMI devices are among the factors driving the growth of the Industrial IoT Display market. The Industrial IoT Display companies such as E Ink Holdings Inc. (Taiwan), BOE Technology Group Co., Ltd. (China), Advantech Co., Ltd. (Taiwan), Pepperl+Fuchs SE (Germany), Sharp Corporation (Japan), PDi Digital (Austria), Planar Systems, Inc. (US), Winmate Inc. (Taiwan), Maple Systems Inc. (US).
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Virtual Customer Premises Equipment: Streamlining Network Functions for the Future

Introduction to Virtual Customer Premises Equipment (vCPE) market
The Virtual Customer Premises Equipment (vCPE) market is poised for rapid growth as enterprises increasingly shift from traditional hardware to virtualized network functions. vCPE enables businesses to deliver network services through software-defined solutions, offering greater flexibility, cost-efficiency, and scalability. This market is driven by the growing demand for agile, cloud-based infrastructure, and the evolution of technologies like 5G, SD-WAN, and NFV. Key sectors adopting vCPE include telecommunications, IT, and managed service providers, seeking enhanced operational efficiency and reduced CapEx.
The Virtual Customer Premises Equipment (vCPE) Market is Valued USD 2.7 billion in 2022 and projected to reach USD 18.6 billion by 2030, growing at a CAGR of 39.05% During the Forecast period of 2024-2032. This market is rapidly expanding as service providers aim to reduce their infrastructure costs while improving service agility. Telecom operators, managed service providers, and enterprises are primary adopters. The market is projected to experience significant growth, particularly in regions embracing advanced digital transformation, such as North America and Europe.
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Major Classifications are as follows:
By Product
Monitor Smart TV
Smartphone
Other Product Types
By Resolution/Technology
Aerospace and Defence
Business and Education
Entertainment Media
Retail and Advertisement
Other End-user Verticals
Key Region/Countries are Classified as Follows:
◘ North America (United States, Canada,) ◘ Latin America (Brazil, Mexico, Argentina,) ◘ Asia-Pacific (China, Japan, Korea, India, and Southeast Asia) ◘ Europe (UK,Germany,France,Italy,Spain,Russia,) ◘ The Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, and South
Key Players of Virtual Customer Premises Equipment (vCPE) market
Cisco, HPE, Juniper Networks, Broadcom, IBM, Arista Networks, Dell Corporation, Verizon, ADVA Optical Networking, Advantech, Spirent Technologies, Versa Networks, Anuta Networks, Parallel Wireless, Ericsson, NEC Corporation, Intel, and Huawei Technologies
Market Drivers in Virtual Customer Premises Equipment (vCPE) Market
Cost Reduction: vCPE eliminates the need for expensive hardware on-site, reducing capital expenditure.
Scalability: Virtualization allows enterprises to scale network functions quickly and efficiently, meeting the demands of growing data usage.
Cloud Adoption: As more companies move their services to the cloud, the demand for flexible, virtualized network services like vCPE increases.
Market Challenges in Virtual Customer Premises Equipment (vCPE) Market
Security Concerns: Virtualized environments can be vulnerable to cyberattacks if not adequately protected.
Integration Complexity: Migrating from legacy hardware-based systems to virtualized environments can pose technical challenges.
Lack of Awareness: Many organizations, particularly small and medium enterprises, may lack understanding of vCPE’s benefits and use cases.
Market Opportunities in Virtual Customer Premises Equipment (vCPE) Market
Edge Computing: With the growth of IoT and edge computing, vCPE offers a way to manage distributed networks efficiently.
5G Integration: The evolution of 5G creates an enormous opportunity for vCPE to support high-speed, low-latency applications.
SMEs Adoption: As small and medium enterprises recognize the cost-saving potential, demand for vCPE is expected to grow.
Conclusion
The Virtual Customer Premises Equipment (vCPE) market is set for significant expansion, driven by key trends such as the rise of cloud computing, 5G, and SD-WAN. While challenges such as integration complexity and security concerns exist, the benefits of reduced costs, scalability, and enhanced flexibility make vCPE an attractive option for enterprises worldwide. With growing demand across multiple industries and the continuous evolution of virtualization technologies, the vCPE market will play a pivotal role in the future of network infrastructure.
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