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

Webinar
Corporate Energy Transition Solutions
Corporate Energy Leaders
Built Environment Energy & Decarbonization
Sustainable Supply Chains
Corporate Sustainability Leaders
Manufacturing Operations Management
Industrial Transformation Leaders
How Industrial Firms Are Navigating Ene...

Energy volatility is no longer a future risk. It is a present-day operational challenge. Industrial firms are under growing pressure from fluctuating prices, shifting dependencies ...

Upcoming / 27 May, 2026

Webinar
Manufacturing Operations Management
Industrial Transformation Leaders
Industrial Analytics & Data Management
Industrial Design Engineering Software
From Annual Planning To Continuous Adap...

Maintenance strategies designed for stable environments are failing under persistent disruption. Demand volatility, supply constraints and energy variability are forcing maintenanc...

Upcoming / 20 May, 2026

Webinar
Manufacturing Operations Management
Industrial Transformation Leaders
Corporate Risk Leaders
Third-Party Risk Management
Enterprise Risk & GRC
Sustainability & Climate Risks
Beyond The Headlines: Long-Term Risks R...

Today's risk landscape is dominated by headlines, but the most disruptive threats are often building quietly beneath the surface. From tightening labour markets and disrupted suppl...

Upcoming / 30 April, 2026

Webinar
Industrial Transformation Leaders
Asset Maintenance Software
Field Services Management
Industrial Analytics & Data Management
Corporate Sustainability Leaders
Sustainable Supply Chains
Corporate Risk Leaders
Enterprise Risk & GRC
Corporate Energy Leaders
Digital Transformation Leaders
Industrial Agility In Action: Digital S...

Industrial firms are being hit by operational shocks with growing frequency and complexity. Supply chain disruptions, energy price volatility, labour shortages and rapid shifts in ...

16 April, 2026

Blog
EHSQ Corporate Leaders
Corporate Risk Leaders
Real Estate Leaders
Industrial Transformation Leaders
Digital Transformation Leaders
Corporate Energy Leaders
Corporate Sustainability Leaders
Industrial Firms Are Entering The Age O...

Industrial firms are becoming accustomed to operating in environments that change faster than their traditional planning processes were designed to handle. Supply chains shift unex...

15 April, 2026

Blog
Industrial Transformation Leaders
The Tariff Anniversary Nobody Is Celebr...

One year after the US import tariffs introduced on what President Trump dubbed “Liberation Day”, the impact across the industrial economy is becoming clear. What was framed as a po...

07 April, 2026