Market Insight: Practical High-Value Industrial Use Cases For Generative AI In 2024
Joe Lamming
Access this research
Access all Industrial Transformation Leaders 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
This report offers a comprehensive examination of the practical, high-value industrial use cases for generative AI (GenAI) for enterprise and industrial firms, as of September 2024. It outlines key advancements in foundational GenAI technologies – such as large language models (LLMs) and data retrieval systems – powering a new breed of natural language search engines, copilot-style chatbots, automated metadata enrichment and code generation. By focusing on real-world applications in operations, sustainability and safety, the report provides actionable insights for technology buyers, business executives and C-Level AI, operational technology (OT) and technology leadership. Highlighting the strategic benefits and implementation challenges, this analysis is essential for those looking to enhance operational efficiency, streamline regulatory compliance and drive lasting innovation with enterprise-grade GenAI tools.Continuing significant innovation in AI model orchestration for narrowly defined applications
Five practical high-value industrial use cases for GenAI in 2024
Figure 2. Practical high-value industrial use cases for GenAI in 2024
About the Authors
Joe Lamming
Senior Analyst
Joe is a Senior Analyst and Technical Lead at Verdantix, specializing in AI-first platforms and applications and data management. Combining hands-on development of software an...
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
Episode 30 Global supply chains are under immense stress. Whether it’s a case of sanctioned goods and impure materials or unethical labour practices, the potential for hidden ri...
27 January, 2026
Labour shortages have become one of the most significant constraints facing industrial and manufacturing firms today. Attrition, an ageing workforce and growing skills requirements...
Upcoming / 18 February, 2026
On December 17, 2025, IFS announced that it had entered into a definitive agreement to acquire Softeon, a provider of cloud-native warehouse management, warehouse execution and dis...
22 December, 2025
Everyone’s talking about how nuclear power can fuel AI. But what if we flipped the script? AI shouldn’t just be powered by nuclear; it should help power nuclear operations itself. ...
04 December, 2025
Watch Verdantix analyst, Sayanh Alam, Maximl founder CEO Pankaj , and Sumit Duttagupta of Haldia Petrochemical discuss why CoW digitalization is a top priority for process indus...
27 November, 2025
Industrial firms are under growing pressure to keep assets reliable, efficient, and low-emission – all while navigating workforce gaps, digital transformation, and cost constraints...
15 December, 2025