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Artificial Intelligence (AI) Market to grow by USD 237.4 Billion (2024-2028), Fraud Prevention and malicious attacks Drives Growth, Report Explores Market Evolution Powered by AI – Technavio

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NEW YORK, Feb. 4, 2025 /PRNewswire/ — Report on how AI is driving market transformation – The global Artificial intelligence (AI) market size is estimated to grow by USD 237.4 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of  30.07%  during the forecast period. Prevention of fraud and malicious attacks is driving market growth, with a trend towards increase in cloud-based ai services. However, shortage of ai experts  poses a challenge. Key market players include Advanced Micro Devices, AiCure, Arm Limited, Atomwise, Inc., Ayasdi AI LLC, Baidu, Inc., Clarifai, Inc., Cyrcadia Health, Enlitic, Inc., Google LLC, H2O.ai, HyperVerge, Inc., International Business Machines Corporation, IBM Watson Health, Intel Corporation, Iris.ai AS, Lifegraph, Microsoft, NVIDIA Corporation, Sensely, Inc.

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Artificial Intelligence (Ai) Market Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 30.07%

Market growth 2024-2028

USD 237.4 billion

Market structure

Fragmented

YoY growth 2022-2023 (%)

23.17

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 56%

Key countries

US, China, Germany, UK, and France

Key companies profiled

Advanced Micro Devices, AiCure, Arm Limited, Atomwise, Inc., Ayasdi AI LLC, Baidu, Inc., Clarifai, Inc., Cyrcadia Health, Enlitic, Inc., Google LLC, H2O.ai, HyperVerge, Inc., International Business Machines Corporation, IBM Watson Health, Intel Corporation, Iris.ai AS, Lifegraph, Microsoft, NVIDIA Corporation, Sensely, Inc.

Market Driver

Artificial Intelligence (AI) is revolutionizing businesses across various sectors with trends like deep learning, data analytics, and data science leading the way. Deep learning techniques and machine learning algorithms are powering advancements in computer vision and natural language processing. Cognitive solutions, cloud computing, and cognitive computing are transforming industries such as healthcare, banking, and e-commerce. Ethical and regulatory concerns, privacy issues, and bias in algorithms are key challenges. AI is disrupting job markets, requiring skilled professionals in software engineering and data science. Automation through robotics, chatbots, and virtual assistants is enhancing customer experiences. Edge AI and IoT are driving innovation in IT and telecommunication. Pretrained models and customizable AI are making AI accessible to businesses of all sizes. Biopharmaceutical companies, financial firms, and retailers are leveraging AI for trend forecasting, fraud prevention, and workflow management. Cutting-edge technology from tech giants and next-generation tech fields like SaaS, open-source AI platforms, and hardware are fueling the growth of the AI market. 

Artificial Intelligence (AI) is revolutionizing business operations by enabling advanced automation and analytics. Companies are adopting AI for various applications such as recommendation engines, pricing optimization, lead generation, chatbots, and supply chain optimization. However, implementing AI in an on-premises data center requires substantial computer and data storage capabilities. Developing in-house AI products can be costly, leading many businesses to consider cloud-based solutions instead. By leveraging AI, companies can improve efficiency, enhance customer experience, and gain a competitive edge. 

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 Market Challenges

•         The Artificial Intelligence (AI) market is experiencing rapid growth, with deep learning, data analytics, and data science at its core. Businesses in various sectors including healthcare, banking, e-commerce, and IT & telecommunication are leveraging AI for cognitive solutions, computer vision, and natural language processing. However, challenges such as data management, ethical concerns, regulatory issues, and privacy concerns persist. Advanced techniques like machine learning algorithms, deep learning techniques, and generative AI are driving innovation in areas like conversational AI, robotics, and edge computing. SaaS companies and tech giants are leading the way in next-generation tech fields, while open-source AI platforms offer customizable solutions. Pretrained models and AI marketplaces are simplifying access to AI for businesses. In industries like finance, cybersecurity, and legal, AI is revolutionizing fraud prevention, workflow management, and trend forecasting. The future of AI is bright, with advancements in hardware, software, and data storage enabling parallel processing and on-premises solutions. However, job displacement and bias in algorithms are significant concerns that need to be addressed. Skilled AI professionals are in high demand to meet the evolving needs of businesses.

•         Many businesses express interest in implementing Artificial Intelligence (AI) solutions, but face challenges in doing so due to resource constraints. AI applications, such as machine learning and deep learning, necessitate access to substantial data sets, specialized infrastructure, and significant processing power. Moreover, employing a team of AI experts is essential for successful implementation. However, the competition for top AI talent is intense, making recruitment challenging. Additionally, companies must carefully consider the appropriate use cases for AI algorithm deployment before investing in large-scale implementation. These requirements demand substantial investments, making AI an expensive and elusive solution for most businesses.

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Segment Overview 

This artificial intelligence (ai) market report extensively covers market segmentation by  

Component 1.1 Software1.2 Hardware1.3 ServicesEnd-user 2.1 Retail2.2 Banking2.3 Manufacturing2.4 Healthcare2.5 OthersGeography 3.1 North America3.2 Europe3.3 APAC3.4 South America3.5 Middle East and AfricaTechnology

1.1 Software-  Artificial Intelligence (AI) market growth is driven by the increasing use of AI software by developers to create intelligent applications. These tools, including algorithms, libraries, frameworks, and developer kits, enable the integration of machine learning and speech recognition capabilities into software. The adoption of AI in software development is becoming standardized, enhancing employee experience and automating manual tasks. Companies benefit from improved efficiency and better decision-making, while software engineers develop solutions for various sectors, such as corporates, using AI software. The reliance on AI software is expected to continue growing, fueling the expansion of the AI market.

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Research Analysis

Artificial Intelligence (AI) is a next-generation tech field that leverages deep learning techniques, machine learning algorithms, and cognitive solutions to enable systems to learn and perform tasks that typically require human intelligence. Deep learning, a subset of machine learning, uses neural networks and large datasets for training. Data analytics and data science are crucial components, providing the foundation for deriving insights from big data. Software engineering, algorithms, and intelligence standards ensure the development and implementation of reliable AI systems. Cloud computing, hardware, and data storage facilitate the deployment and processing of AI applications. Computer vision and natural language processing enable machines to interpret and understand visual and textual data. AI is transforming various industries, including healthcare, with automated image diagnostic and fraud prevention systems. Tech Giants, SaaS companies, and open-source AI platforms are driving the adoption of AI in diverse sectors. Parallel processing and on-premises solutions cater to specific use cases and performance requirements. Pretrained models accelerate the development of AI applications, while machine learning algorithms continue to evolve, pushing the boundaries of what’s possible.

Market Research Overview

Artificial Intelligence (AI) is a cutting-edge technology that encompasses deep learning, data analytics, data science, software engineering, cognitive solutions, and various techniques such as computer vision, natural language processing, and algorithms. It’s transforming industries like healthcare, banking, e-commerce, and more, with applications ranging from chatbots and virtual assistants to robot-assisted surgery and automated image diagnostics. AI is powered by supercomputers and quantum computers, with machine learning algorithms and big data analysis at its core. However, ethical and regulatory concerns, privacy issues, bias in algorithms, and job displacement are significant challenges. Skilled AI professionals are in high demand, and automation, robotics, and edge AI are driving innovation. AI is also being used in IT and telecommunication, retail & e-commerce, agriculture, media and entertainment, finance & accounting, cybersecurity, legal and compliance, and operation. Pretrained models, customizable AI, and AI marketplaces are making AI more accessible, while biopharmaceutical companies and private sectors are leveraging AI for fraud prevention, workflow management tools, trend forecasting, and financial firms. Conversational artificial intelligence is revolutionizing customer service, while next-generation tech fields like generative AI, open-source AI platforms, and hardware and software are pushing the boundaries of what’s possible.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

ComponentSoftwareHardwareServicesEnd-userRetailBankingManufacturingHealthcareOthersGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And AfricaTechnology

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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SOURCE Technavio

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Crab2B Makes AsiaWorld-Expo Debut, Connecting Hong Kong’s Mobile Wholesalers with Global Buyers

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HONG KONG, Oct. 18, 2026 /PRNewswire/ — Crab2B, a pioneering B2B trading platform dedicated to mobile devices and digital products, will make its debut at the HKICEC Global Mobile Exchange Pavilion during the Global Sources Hong Kong Shows, opening at AsiaWorld-Expo on October 18, 2026.

Hong Kong has long been a major hub for electronics wholesale trade, but buyers still often rely on fragmented channels to identify suppliers. Crab2B was created to bridge this gap, bringing Hong Kong-based mobile and digital product wholesalers together on one dedicated B2B platform. Headquartered in Hong Kong, Crab2B combines the manufacturing strength of mainland China and the Greater Bay Area’s extensive supply chain capabilities with Hong Kong’s established global trading network. Together, these strengths enable Crab2B to simplify cross-border sourcing, connect buyers directly with suppliers and make international trade more accessible and efficient.

For its first appearance at a major industry trade show, Crab2B is bringing together more than 200 merchants already registered on the platform, marking a significant milestone in its development. The Crab2B booth is expected to attract electronics traders from Southeast Asia, Europe, the Middle East and beyond. Visitors will be able to discover the app’s capabilities through live demonstrations, register on the platform and connect directly with participating merchants to explore business opportunities.

A buyer who experienced the Crab2B app shared: “With Crab2B, we no longer have to search far and wide for reliable suppliers. The platform brings Hong Kong’s mobile phone wholesalers together in one place, giving us greater visibility into available products and sourcing opportunities. Whether I’m at my desk or on the move, I can find products and connect with suppliers whenever I need to. For businesses like ours that source across borders, that kind of access makes a real difference. It saves time, reduces transaction costs and helps us do business more efficiently.”

Crab2B CEO Luo Yaohong said, “We want to be pioneers in cross-border B2B trading for digital products, creating new opportunities for Hong Kong’s wholesale industry. As Hong Kong places greater emphasis on developing digital trade, we’re addressing a longstanding gap in the market with a dedicated digital platform that connects Hong Kong’s electronics suppliers directly with buyers around the world. Our ambition is to make cross-border trading easier, faster and more accessible, while helping Hong Kong businesses reach new markets.”

The platform’s trade show debut is also attracting attention from international merchants, with exhibitors expressing interest in joining Crab2B to expand their reach into overseas markets. Meanwhile, merchants already registered on the platform are looking forward to the launch of its planned online marketplace, which will create further opportunities for sustained collaboration and business growth.

Building on this debut, Crab2B will remain firmly rooted in Hong Kong while expanding its connections with businesses around the world. The company will continue to enhance its platform with smarter sourcing tools, more comprehensive trading capabilities and an increasingly connected network of suppliers and buyers. By making it easier to discover products, establish business relationships and conduct cross-border transactions, Crab2B aims to open new opportunities for merchants of all sizes and help shape the next chapter of Hong Kong’s digital trade industry.

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SOURCE Crab2B

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Canton Fair Buyers Alliance Launched as the 140th Edition Opens

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GUANGZHOU, China, Oct. 17, 2026 /PRNewswire/ — On October 15, the Canton Fair Buyers Alliance was officially launched at the Canton Fair Complex, marking a significant milestone as the fair celebrates the 70th anniversary of its founding.

More than 140 overseas buyers attended the launch ceremony, highlighting the fair’s enduring role as a bridge connecting global commerce with China’s export sector.

Speaking at the ceremony, Luís Vilariça, CEO of Joinco, Import & Export, Ltd., discussed his company’s long-standing relationship with the Canton Fair. Drawing on years of participation, he reflected on the growth opportunities created through cooperation with Chinese suppliers and highlighted the fair’s role in supporting international business development and global trade exchanges.

The ceremony also featured a joint declaration by alliance members. Representatives from five member companies read the statement in their respective native languages, underscoring the international character of the new organization. Additional members sent video congratulatory messages, joining the celebration and witnessing the official launch of the alliance.

The Canton Fair Buyers Alliance represents one of the fair’s key service innovations. Designed primarily for Fortune Global 500 companies, buyers from the world’s top 250 retailers and leading sourcing enterprises across a diverse range of markets, the alliance aims to offer members a platform for information sharing and resource coordination. The first cohort of alliance members includes 58 companies from 32 countries and regions across 5 continents. Through the alliance, members will gain access to a range of priority benefits spanning four major areas: services, events, resources and information.

 For more convenient attendance, please click here for pre-registration:

https://buyer.cantonfair.org.cn/register/buyer/email?source_type=16

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SOURCE Canton Fair

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Bioethanol from human hair – Indian start-up’s solution to rising prices of grains and sugar

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GUJARAT, India, Oct. 17, 2026 /PRNewswire/ — In what could be called the beginning of the 5G (fifth-generation) of bioethanol or non-cellulosic bioethanol or non-sugar-based biofuels, an Indian start-up, Techofest Global, based out of Gujarat, has developed its own, indigenous, and patented technology for the production of bioethanol from waste human hair. Such processes would significantly reduce the employment of sugars, grains, and agricultural residues, which form the classical first- and second-generation bioethanol feedstocks. As a result, the rising fuel-vs.-food/fodder debate is anticipated to reduce, and instead, ethanol produced from municipal/industrial waste, after trials, can supplement the current supply being used as blends with presently retailed fossil fuels (E20, E27, etc.). 

As stated by Dr. Ravi, the founder-CEO of Techofest Global, the strategic priority and the USP of the start-up is industrial symbiosis, which, typically, involves an ecosystem of up-cycling/valorising the effluents of an industry, thereby creating a value-chain for residues often lacking an end-of-life. With more than three decades of experience in designing customized nuclear fusion reactors for international programmes, such as ITER, JET/UKAEA and SST-1, Dr. Ravi, a seasoned mechanical engineer, spearheads the start-up’s patented technologies’ scale-up and commercialization.

Two biochemical engineers, Dr. Navnit – the former CTO, and Dr. Kabilan – the former CEO of Biomakerz, Chennai, are the brains behind the current technology/process portfolio of the joint-venture between Techofest Global and Biomakerz. They have been working on biorefineries’ process intensification for more than a decade. “Having foreseen the fuel-vs-fodder/food competition as early as the year 2015, we began developing techno-economically feasible and viable in-vitro metabolically-engineered bioprocesses for scaling-up ethanol production from municipal waste streams between 2019–2021”, says Navnit. After developing operational technologies for international biofuel organizations, serving process engineer roles with certain biorefineries-related OMC R&D’s of India, Dr. Navnit, presently works for a premier academic institution.

An on-going fermentation trial at the Techofest Global-Biomakerz JV’s R&D facility

Techofest Global has developed and tested, in its R&D JV’s pilot-facility of ~100-L, 3 innovative and cost-effective technologies, such as 5G ethanol production using human hair, used cooking oil (UCO), and enriched bio-methane production from disposed sanitary napkins.

“With massive CapEx and OpEx, 2G ethanol technology is facing a major commercialization bottleneck, owing to competition with food/livestock fodder, requirement of a cost-intensive pre-treatment procedure, and the requirement of cellulolytic cocktails, which have a poor recycle efficiency. The proprietary 5G SAFE process developed for the start-up circumvents the mentioned constraints, and instead, utilizes a single-stage saccharification followed by fermentation, and records over 85–90% biocatalyst recovery. Likewise, the proprietary SIM process for bio-methane production, exclusively developed for the start-up, is 2x faster with improved intermittent feeding cycles and continuous gas harvest”, says Navnit.

“With on-going pre-commercialization trials, the proprietary ethanol and bio-methane processes of ours are soon being commercialized”, says Ms. Bhumika, the co-founder and the corporate advisor of the start-up. Furthermore, Mr. Ronak pilots the organization’s global market entry and commercialization frontier.

Techofest Global’s veteran Principal Technology Advisors include: Dr VS Tripathi, former Joint Director, DRDE Gwalior, Dr B S Munjal, former Director, Structures and Thermal group, SAC/ISRO, Academician and Advisor CIKS-Dharohar, GTU, and Dr AV Santhanababu, former Scientist at Satish Dhawan Space Centre. With on-going R&D activities, Dr. Munjal says, “the start-up is striving to provide a unique solution along the lines of the Atmanirbhar and Viksit Bharat Vision 2047”.

Media Contact: www.techofestglobal.com; e-mail: info@techofestglobal.com; contact person: The PR team of Techofest Global.

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