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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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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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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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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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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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06 Dec 2023  |  North America  |  Technology Research
Growth Opportunities of Generative AI For Healthcare
Emerging Applications in Drug Discovery and Development, Medical Imaging Analysis, Digital Twins, Synthetic Data, Electronic Health Record Management, and Virtual Assistants
The application of Generative AI (Gen AI) in healthcare is a rapidly growing field. In recent years, emerging applications in drug discovery and development, medical imaging analysis, digital twins, synthetic data, and electronic health records management, and virtual assistants have garnered significant interest thanks to their potential to revolu...
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08 Mar 2022  |  North America  |  Market Research
US Clinical Decision Support System (CDSS) Growth Opportunities
Sparking Future Growth Potential for Health Data, AI, and SDoH to Increase Accuracy and Efficiency among Providers and Payers and Improve the Patient Journey
Clinical decision support (CDS) is a broad concept with many definitions that are used variably, depending on the perspective and role of the expert. It includes a mix of evidence (content), analytics, workflow, devices, and software-based solutions that must include electronic health records (EHRs) and be maintained by an IT platform. This repo...
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24 Apr 2024  |  Global  |  Market Research
Insights for CISOs: Challenges and Opportunities of AI-Powered SASE
Cloud Zero Trust Architecture Developers are Employing AI Technology in Ways that will Benefit Modern Enterprise Security Leaders
Secure access service edge (SASE) developers are employing AI to make their cloud zero trust architecture platforms better. This isn't news: Most of the bigger SASE vendors have experimented with integrating AI components into their platforms for five years or more. What is new is that their customers are now reaping the tangible benefits of those ...
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16 Sep 2025  |  Global  |  Market Research
Agentic AI: Emerging Trends and Opportunities
Agentic AI Transforming the Enterprise Value Curve
Agentic AI is redefining the enterprise AI landscape by moving beyond traditional and generative models toward autonomous systems that can reason, plan, and act across complex workflows. Enterprises are increasingly moving from experimentation to production-grade AI deployments, embedding agents within workflows, customer journeys, and IT operation...
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