Market Insight: Practical High-Value Industrial Use Cases For Generative AI In 2024

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.
Vendor investments in GenAI continue to support the large language model (LLM) architecture
Continuing significant innovation in AI model orchestration for narrowly defined applications
Five practical high-value industrial use cases for GenAI in 2024
Figure 1. Implementation challenges stem from wide variations in GenAI technology maturity
Figure 2. Practical high-value industrial use cases for GenAI in 2024
 

About the Authors

Joe Lamming

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

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 Profile

Other related content

Blog
Industrial Transformation Leaders
IFS Extends Industrial AI From Factory ...

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

Blog
Industrial Transformation Leaders
Nuclear’s Comeback Needs A Two-Way Powe...

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

Industry Events
Industrial Transformation Leaders
Industrial Design Engineering Software
Industrial Analytics & Data Management
AI Platforms & Applications
Industry Webinar // Control of Work in ...

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

Webinar
Industrial Transformation Leaders
Asset Maintenance Software
Field Services Management
Process Safety Management Software
Mastering Predictive Maintenance: How T...

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

Podcast
EHSQ Corporate Leaders
Corporate Sustainability Leaders
Corporate Sustainability & Climate Change Services
Sustainable Supply Chains
Corporate Risk Leaders
Industrial Transformation Leaders
Corporate Energy Leaders
Real Estate Leaders
Real Estate, Facilities & Workplace Tech
Sustainability Assurance & Due Diligence
Third-Party Risk Management
Building Digital Platforms & Operational Tech
Sustainability & Climate Risks
When Extreme Weather Becomes a Business...

Episode 28 Climate change is not about 2050 – it’s a present-day business reality. From heatwaves changing travel patterns, floods shutting down hotels and transport hubs, and wi...

10 November, 2025

Webinar
Real Estate, Facilities & Workplace Tech
Real Estate Leaders
Industrial Transformation Leaders
Built Environment Energy & Decarbonization
Building Digital Platforms & Operational Tech
Asset Maintenance Software
Asset Performance Management Software
Projects & Construction Management Software
Digital Twins: The Next Generation & Ho...

Organizations are under growing pressure to boost asset performance and project outcomes through tighter data integration and smarter building controls. Digital twins are shifting ...

09 December, 2025