Tech Roadmap: Quality Management Technologies (2026)

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Executive Summary

With more organizations adopting ISO 9001 to reduce operational costs and minimize business risks, executives are investing to enhance their quality management systems, adopting a range of technologies. Verdantix conducted a fact-based assessment of the maturity, innovation, future prospects and business value of 16 different quality management technologies. The technologies identified are AI agents, copilots, digital twins, intelligent packaging, generative AI (GenAI), augmented reality (AR), video analytics for quality management, quality management system (QMS) software, low-code and no-code platforms, mobile apps, statistical process control (SPC) platforms, learning management systems (LMS), non-destructive testing (NDT) digital imaging technologies, laboratory information management systems (LIMS), Internet of Things (IoT) sensors, and internal databases. The report’s assessment of these technologies will help executives and investors prioritize technology initiatives and make informed decisions about which solutions they should invest in or  monitor, or from which they should divest.

Tech Roadmap analysis as a tool for corporate managers and vendors
Key questions answered by the Tech Roadmap analysis
Tech Roadmap analysis identifies strategic enablers and emerging innovations for quality management
Tech Roadmap for quality management technologies
Defining the market for quality management technologies
Tech Roadmap methodology overview
Five market phases of technology maturity
Three technology life cycles differentiate business value
Technology adoption and success influence positioning
Pace of innovation determines the time to the next lifecycle phase
Quality management technologies in Phase 2: Launch
AI agents
Copilots
Digital twins
Intelligent packaging
Generative AI (GenAI)
Augmented reality (AR)
Quality management technologies in Phase 3: Growth
Video analytics for quality management
Quality management system (QMS) software
Low-code and no-code platforms
Mobile apps
Statistical process control (SPC) platforms
Learning management systems (LMS)
Quality management technologies in Phase 4: Maturity
Non‑destructive testing (NDT) digital imaging technologies
Laboratory information management systems (LIMS)
Internet of Things (IoT) sensors
Quality management technologies in Phase 5: Decline
Internal databases

Figure 1. Tech Roadmap quality technology solution groupings
Figure 2.
Tech Roadmap for quality management technologies

About the Authors

Moses Makin

Moses Makin

Industry Analyst

Moses is an Industry Analyst specializing in contractor management and the application of AI to safety management. He advises technology vendors and practitioners on real-worl...

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Nathan Goldstein

Nathan Goldstein

Senior Manager

Nathan is a Senior Manager at Verdantix, specializing in EHS software and the convergence of sustainability, EHS and operational risk. He leads research that helps corporate d...

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