Product Benchmark: Predictive Maintenance Functionality Of APM Software

Access this research

Access all Asset Performance Management Software 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 provides operations and maintenance executives with an analysis of the predictive maintenance capabilities of 15 APM software providers. The report leverages the Verdantix Green Quadrant analysis on APM software published in September 2022 and deepens the analysis of predictive maintenance capabilities (see Verdantix Green Quadrant: Asset Performance Management Solutions 2022). AVEVA and GE Digital lead the market for predictive maintenance capabilities, followed by Baker Hughes, IBM and AspenTech. The majority of APM software providers offer solid capabilities for predictive maintenance, so buyers have ample choice. However, buyers should select predictive maintenance software providers based on their ability to go beyond predictive into prescriptive maintenance, and to robustly identify false positives in order to minimize unnecessary alarm events.
Spend On Predictive Maintenance Solutions Sees Strong Growth 
Cost Reduction Programmes Drive Demand For Predictive Maintenance Solutions 
Assessment Criteria For Predictive Maintenance Software 
Buyers Seeking Robust Functionality For Predictive Maintenance Have A Lot Of Choice 
Firms Must Evaluate Vendor Capability To Recommend Prescriptive Actions 
Figure 1. Five Key Assessment Criteria For Predictive Maintenance Functionality 
Figure 2. Capability Scores For Predictive Maintenance Functionality
Figure 3. Total Capability Scores For Predictive Maintenance Functionality
Figure 4. Predictive Maintenance Software Capabilities Of 15 APM Vendors
 

About the Author

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
Quality Management Software
Process Safety Management Software
Manufacturing Operations Management
Industrial Transformation Leaders
Industrial Design Engineering Software
Industrial Analytics & Data Management
Field Services Management
Digital Transformation Leaders
Asset Performance Management Software
Asset Maintenance Software
AI Platforms & Applications
Building Digital Platforms & Operational Tech
Benchmarking Industrial Investments: Tr...

Industrial leaders face increasing pressure to allocate limited budgets effectively while delivering tangible results across operations, maintenance, and production. This webinar w...

Upcoming / 09 April, 2026

Webinar
Real Estate, Facilities & Workplace Tech
Real Estate Leaders
Projects & Construction Management Software
Built Environment Energy & Decarbonization
Building Digital Platforms & Operational Tech
Asset Performance Management Software
Asset Maintenance Software
Maximizing Construction Profit Margins:...

Every construction project is leaking margin – through poor cost visibility, fragmented data, and late-stage rework. In today’s environment of volatile material prices, labour shor...

Upcoming / 24 March, 2026

Blog
Asset Maintenance Software
Asset Performance Management Software
Industrial Analytics & Data Management
Industrial Design Engineering Software
Process Safety Management Software
Quality Management Software
Octave Launches With An Unified SaaS Of...

On March 2, 2026, Octave introduced its new brand identity, marking a new milestone following Hexagon’s decision to spin off several of its software businesses in 2025. The new fir...

06 March, 2026

Industry Events
Asset Maintenance Software
Asset Performance Management Software
Field Services Management
Industrial Analytics & Data Management
Industrial Transformation Leaders
Industry Webinar // How AI is Coordinat...

The dream is finally becoming reality - real-time, AI-driven recommendations for frontline workers that also prompt and synchronize action across the rest of manufacturing operati...

11 March, 2026

Webinar
Real Estate, Facilities & Workplace Tech
Real Estate Leaders
Built Environment Energy & Decarbonization
Building Digital Platforms & Operational Tech
Asset Maintenance Software
Asset Performance Management Software
Practical Ways To Elevate Facilities Ma...

Today’s facilities managers are no longer just responsible for keeping buildings running - they’re expected to deliver on sustainability goals, ensure energy resilience, and overse...

17 February, 2026

Blog
Asset Performance Management Software
Ignoring Asset Management? The Cost Is ...

Asset management is no longer a maintenance function; it’s a growth strategy. Digital transformation, net zero commitments and AI-driven analytics have made APM and EAM boardroom p...

28 November, 2025