Strategic Focus: The Role Of AI In Quality Management

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Executive Summary

Quality management is a critical business function across multiple industries, ensuring regulatory compliance and driving customer satisfaction. Recent advancements in AI have created a number of opportunities to integrate this technology into the function. These range from streamlining traditionally manual processes, to providing more granular insights that enhance decision-making capabilities. However, some firms continue to express scepticism around current use cases and are uncertain whether their existing data and technology stacks are adequate for AI to flourish. This report highlights some popular AI quality management use cases and various industries that have applied them to their processes. It considers both the benefits of AI in this area, and the drawbacks that may hinder widespread adoption. 

Summary for decision-makers
AI has the potential to transform firms’ approach to quality management
AI enhances focus on granular details
Highly regulated industries apply AI at various stages of quality-based workflows
Poor software ecosystems and uncertainty are holding back widespread adoption
Improved efficiency and risk management can deliver higher-quality products and services

Figure 1. Prominent quality-based AI use cases
Figure 2.
Breakdown of quality management software (QMS) vendors offering AI use cases
Figure 3.
Barriers to successful AI adoption for quality management
Figure 4.
Adoption of quality management AI use cases over the next two years

About the Authors

Zain Idris

Zain Idris

Industry Analyst

Zain is an Industry Analyst specializing in EHS digital strategy and corporate spending trends. His research examines how firms are positioning their EHS budgets, considering ...

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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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