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30 Jan 2023  |  Global  |  Customer Research
Global State of AI, 2022
Highlights from the 2022 Frost & Sullivan Global AI Survey
About 87% of enterprises believe that artificial intelligence (AI) and machine learning (ML) are important in achieving business goals centered around growing revenue, increasing operational efficiency, and boosting customer experience. However, where are global organizations in this journey and what are their adoption drivers and restraints This F...
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02 Feb 2023  |  Global  |  Customer Research
Global AI Maturity Survey
Results of the 2022 Frost & Sullivan Global AI Survey
AI holds the potential to deliver significant benefits to economies and societies—from enabling new business models and driving operational efficiencies to providing accurate predictive outcomes. As AI technology implementation shifts gears—from the proof-of-concept stage to enterprise deployment—failing to implement an enterprise-wide AI strategy ...
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10 Oct 2024  |  Global  |  Market Research
Growth Opportunities in Generative AI
Generative AI Advancements Driving Transformative Growth Opportunities
The information and communication technology (ICT) ecosystem is on the cusp of a major transformation thanks to Generative AI (GenAI), as this powerful technology opens new possibilities. Responsible use of GenAI can help companies generate new revenue streams, develop innovative solutions, and provide users and customers with personalized experien...
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07 Mar 2023  |  Global  |  Market Research
Conversational AI in Healthcare
The Utility of Chatbots and Voice AI Is Poised for Rapid Acceleration
The impact of the digital revolution continues to disrupt the healthcare industry. This includes evolving digital technological capabilities, new business models and marketing approaches, the healthcare consumerism trend, the changing regulatory environment, and competitive threats from new market entrants, such as digital-native companies—particul...
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26 Aug 2022  |  Global  |  Market Research
Conversational AI Landscape Expands Beyond Customer Experience
Future Growth Potential of Conversational AI Solutions
Conversational AI solutions are the most common way of interacting with customers/employees. Integrating artificial intelligence (AI) enabled businesses to gain a newer level of customer/employee insights while enriching their experiences and managing business operations. Further, increasing demand for customized personal experiences encouraged con...
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08 Dec 2021  |  Global  |  Technology Research
Technology Market Penetration and Roadmap for AI Accelerators
Analog AI to Disrupt Acceleration Hardware in the Near-Term
The proliferation of internet of things applications, such as smart manufacturing and smart transportation, has resulted in the explosion of artificial intelligence (AI) and big data. These applications heavily rely on complex AI and machine learning algorithms, requiring computational solutions to handle varying workloads. Power-intensive, costly,...
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26 Aug 2024  |  Global  |  Market Research
AI-enabled Medical Imaging Market, Global, 2024 2028
AI Tools for Imaging in Cardiology and Neurology Are Driving Transformational Growth
The medical imaging industry faces significant challenges, such as radiologists increasing workload, the complexity of tasks, and the global shortage of staff, including radiologists. The number of imaging exams being conducted globally is increasing due to advancements in medical imaging and the growing complexity of medical cases, which burdens ...
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07 Oct 2025  |  Global  |  Market Research
Industrial Hybrid AI Market, Global, 2024–2029
Industrial Hybrid AI Market is Experiencing Transformational Growth due to the Urgency for Adaptive Intelligence in Critical Decision-Making
Hybrid AI is an integrative approach reshaping how AI is applied to mission-critical applications. Its potential lies in addressing the critical limitations of current AI solutions, with key market drivers including enhanced interpretability and explainability, greater application flexibility, and improved scalability and efficiency. Strong growth ...
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03 Oct 2025  |  Global  |  Market Research
AI and its Application in the Commercial Vehicles Market, Global, 2024–2029
AI is Driving Transformational Growth in Commercial Vehicles
This study examines the development prospects that artificial intelligence (AI) offers the commercial vehicle (CV) industry, focusing on both the revolutionary potential of AI and the difficulties businesses face in fostering growth, including complicated regulations, high capital expenditure, and challenges in incorporating new technology into pre...
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26 Aug 2022  |  Global  |  Market Research
Artificial Intelligence (AI) in Agriculture: Global Growth Opportunities
AI Adoption in Agriculture will Create New Business Growth Opportunities
In this research service, Frost & Sullivan analyzes the core capabilities of AI technology in the agriculture industry. The study examines the growth environment that drives new use-cases and greater adoption as AI-based solutions are adding new value to farming operations. The core essence of digital agriculture practices is to create actionable...
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