Market Insight: Understanding The Rapidly Evolving Landscape Of Generative AI
Access this research
Access all Industrial Analytics & Data Management content with a strategic subscription or buy this single report
Need help or have a question about this report? Contact us for assistance
Executive Summary
Generative AI, an emerging and rapidly advancing field within artificial intelligence, is revolutionizing industries by enabling content generation, automating tasks and facilitating sophisticated data analysis. Although it offers numerous benefits, adopters and developers of generative AI models must overcome challenges – such as ensuring data quality, mitigating biases and improving interpretability. There is a growing appetite for integrating generative AI into operations, and this report aims to provide decision-makers with a comprehensive understanding of the field. The study takes a deep dive into different architectures of generative AI, examining the benefits and limitations that come with them. Lastly, the report evaluates trends that will shape the future of generative AI.Different generative AI architectures serve distinct purposes
Generative AI transforms workflows but poses risks if limitations are overlooked
Generative AI enhances task automation capabilities
Adopters should be aware of the limitations of generative AI
The future of generative AI is open-source
Figure 2. Limitations of generative AI
About the Authors
Henry Kirkman
Industry Analyst
Henry is an Industry Analyst at Verdantix. His current research agenda focuses on quality management, field service management and industrial applications of AI, including Gen...
View Profile
Malavika Tohani
Research Director
Malavika is a Research Director at Verdantix, guiding research that explores how digital technologies and services are reshaping industrial operations to become safer, more ef...
View ProfileOther related content
AI is only as powerful as the data foundation and enabling technologies that support it. While Generative and Agentic AI are gaining momentum in industrial environments, their succ...
Upcoming / 23 September, 2025
Having passed the mid-point of 2025, it’s time to check in on our industrial transformation predictions and see how they’ve unfolded. GenAI has dominated the headlines this year, a...
08 August, 2025
Frustrated at the AI-washing taking the industrial software world by storm? Join our upcoming webinar for an expert-led analysis of AI’s practical deployment in industrial operatio...
11 September, 2025
The global market for industrial computerized maintenance management systems (CMMS) continues to expand, as firms across asset-intensive industries seek to enhance uptime, increase...
02 July, 2025
Coming out of AVEVA World 2025 in San Francisco, one message rang clear: AVEVA isn’t just supporting convergence, it’s enabling it. CEO Caspar Herzberg opened the event by position...
06 June, 2025