Artificial Intelligence Reshapes Asset Management

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

Artificial Intelligence (AI) has become increasingly relevant over the last decade as computing power has increased alongside the development of AI methods such as deep learning. In industry, AI is discussed as part of a new frontier of automation and operational efficiency, but AI integration within industrial processes is still nascent. Existing applications of AI within asset management are varied, providing value across asset heavy industries. This study provides an overview of the sub-categories of AI applied within asset management, as well as a discussion of specific use cases and the benefits AI brings to asset management processes. This report is aimed at chief strategy officers, VPs of products and heads of marketing at firms who offer AI products for asset management, as well as VPs of operations, reliability engineering managers and heads of asset management to provide insight for purchasing decisions. 
Business Case For AI Applications Within Asset Management Emerges 
Machine Learning Underlies AI Applied Within Asset Management 
Industrial Firms Can Leverage AI For Numerous Applications Within Asset Management 
AI Optimizes Approaches To Asset Management 
  
Figure 1. Three Sub-Categories of Artificial Intelligence Applicable For Asset Management 

About the Authors

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
Hugo Fuller

Hugo Fuller

Senior Analyst

Hugo is a Senior Analyst in the Verdantix Industrial Transformation practice. His current research agenda explores the technologies within the industrial asset management soft...

Other related content

Webinar
Industrial Transformation Leaders
Manufacturing Operations Management
Process Safety Management Software
Industrial Design Engineering Software
Industrial Analytics & Data Management
Quality Management Software
Field Services Management
Digital Transformation Leaders
Asset Performance Management Software
Asset Maintenance Software
AI Platforms & Applications
How To Build A Resilient Industrial Tec...

Most industrial firms can point to the platforms they've deployed: a historian, an EAM, a handful of analytics tools added at different times to solve different problems. Far fewer...

Upcoming / 01 September, 2026

Webinar
Manufacturing Operations Management
Industrial Transformation Leaders
Industrial Analytics & Data Management
Digital Transformation Leaders
AI Platforms & Applications
Asset Maintenance Software
Asset Performance Management Software
How To Move Industrial AI From Pilot To...

According to Verdantix research, 51% of manufacturing leaders cite improving asset uptime as a high priority for the next twelve months, with a further 35% placing production and y...

Upcoming / 20 August, 2026

Webinar
Industrial Transformation Leaders
Asset Performance Management Software
Asset Maintenance Software
Process Safety Management Software
Manufacturing Operations Management
Industrial Analytics & Data Management
Industrial Design Engineering Software
Quality Management Software
How To Build Industrial Agility Into Yo...

Industrial agility is emerging as a critical priority for industrial organizations as they navigate increasing levels of operational disruption. As a result, technology buyers are ...

Upcoming / 19 August, 2026

Blog
Asset Maintenance Software
Industrial Analytics & Data Management
Industrial Design Engineering Software
Manufacturing Operations Management
Siemens Partners With IFS To Connect En...

At Realize LIVE 2026, Siemens announced a strategic partnership with IFS, an industrial asset management software provider. The partnership extends Siemens’s digital thread proposi...

08 July, 2026

Blog
Industrial Analytics & Data Management
Schneider Electric's Cognite Acquisitio...

On June 30, 2026, global energy technology provider Schneider Electric announced that it had entered into a definitive agreement to acquire Cognite, a provider of industrial data a...

03 July, 2026

Webinar
Manufacturing Operations Management
Industrial Transformation Leaders
Industrial Analytics & Data Management
Industrial Design Engineering Software
The Always-On Operation: Five Technolog...

Uptime, throughput and quality have always been the measures of operational success. But achieving them is getting harder. Supply chain disruption, energy volatility and ageing as...

25 June, 2026