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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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19 May 2017  |  Asia Pacific  |  Market Research
Strategic Analysis of Autonomous Cars in China, 2010–2025
Autonomous Cars Likely to be Commercialized among OEMs in China by 2030
China is the largest passenger vehicle marketplace in term of sales and production volume in the world. Strong capitalization and the fast-growing automotive industry in China are likely to create high development opportunities in the global autonomous car market. The Chinese automotive industry is moving into autonomous car development. It is at t...
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19 Dec 2025  |  Global  |  Market Research
Growth Opportunities in Emerging Industrial AI Ecosystem, Global, 2025–2029
Industrial AI Ecosystem is Driving Transformational Growth due to Operational Efficiency Demands and Autonomous Operations Capabilities
Industrial manufacturing faces unprecedented disruption from equipment downtime, skills shortages, and volatile trade policies, while legacy systems struggle to integrate with modern AI. Fortune 500 companies lose significant revenue each year to unplanned downtime. At the same time, manufacturers face margin compression from tariff volatility and ...
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10 Nov 2023  |  Global  |  Market Research
Global Process Analytical Instrumentation Growth Opportunities
Advanced Process Analytical Technology Improves the Productivity and Efficiency of Processes
The process analytical instrumentation market consists of four segments: process chromatographs, molecular analysis spectrometers, gas analyzers, and liquid analyzers. The process form factor in the chromatographs segment includes gas chromatographs and liquid chromatographs. In the molecular analysis spectrometer segment, the form factors consi...
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24 Sep 2025  |  Global  |  Customer Research
Voice of Customer Analytics, Forecast to 2029
Quickly Evolving Customer Demands Coupled with a Need for Hyper-personalized Services Promptly, Drive Market Growth
Voice of the customer (VoC) refers to user feedback (direct, indirect, or inferred) about a business’s products and services. Capturing and analyzing feedback is known as VoC analysis. VoC analysis enables businesses to gain a deeper understanding of customer preferences and expectations. The insights produced by VoC tools help companies to make de...
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21 Dec 2023  |  Global  |  Market Outlook
AI: Top 10 Predictions, 2024
Future Growth Opportunities for Innovation and Transformation with AI Industries
In the realm of technological progress, artificial intelligence (AI) has emerged as a transformative force with the potential to reshape industries of the future. 89% of enterprises believe Generative AI technology will be a disruptive technology for enterprises to create strategic market differentiation. As AI evolves, its profound impact on bus...
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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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06 May 2025  |  Global  |  Customer Research
Global AI Maturity Assessment, 2025
Amid Growing Awareness, Enterprises Strengthen AI Foundations
Artificial intelligence (AI) has the potential to deliver substantial benefits to both economies and societies. As organizations shift AI technology implementation from the proof-of-concept stage to enterprise deployment, employing an enterprise-wide strategy and roadmap is crucial to prevent delays. Therefore, it is important to analyze organizati...
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21 Nov 2024  |  Global  |  Market Research
AI Use Cases
Opportunities for AI Vendors to Drive Innovation and Growth Through Industry-specific Solutions
AI has moved from a standalone technology to a core building block that drives global business growth. AI adoption is increasingly critical for international businesses to stay competitive. Improved efficiency and productivity and the need to gain a competitive edge drive the rising adoption of AI among businesses. Understanding AI use cases and a...
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10 Feb 2023  |  North America  |  Frost Radar
Frost Radar™: Military Intelligence Analytics, 2023
A Benchmarking System to Spark Companies to Action - Innovation that Fuels New Deal Flow and Growth Pipelines
In the big data era, the need for artificial intelligence (AI) tools and applications for intelligence uses has increased dramatically as armed forces and intelligence agencies focus on consolidated solutions to collect, process, and analyze data from seemingly endless sources. Miliary intelligence (MILINT) analytics is crucial for battlefield effi...
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