Market Insight: Augmenting Computer Vision Technology With GenAI For Industrial Applications
Join Vantage to access this research
Access our entire Industrial Analytics & Data Management research portfolio by joining Vantage
Need help or have a question about this report? Contact us for assistance
Executive Summary
This report delves into the key applications of generative AI (GenAI) technologies in augmenting computer vision capabilities for industrial organizations, as of December 2024. It explores key advancements of GenAI – such as large vision models (LVMs), multimodal AI systems, synthetic data generation and AI copilot solutions – that are driving innovations in areas such as defect detection, visual inspections and robotic assembly. By focusing on real-world applications, the report offers technology buyers, business leaders and C-Level executives across operations, safety and quality management with a detailed analysis of the current state of GenAI-enabled computer vision for industry, and future trends shaping this technology.GenAI is improving the accuracy and accessibility of computer vision for industrial use cases
GenAI will drive automation in computer vision over the next five years
About the Authors
Sayanh Alam
Industry Analyst
Sayanh is an Industry Analyst at Verdantix specializing in industrial asset management and operational risk management solutions. She advises software vendors and services fir...
View Profile
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 ProfileOther related content
AI is entering 2026 with extraordinary momentum, but the year ahead marks a decisive shift. Adoption is colliding with the realities of commercialisation, security and operational...
Upcoming / 29 January, 2026
Watch Verdantix analyst, Sayanh Alam, Maximl founder CEO Pankaj , and Sumit Duttagupta of Haldia Petrochemical discuss why CoW digitalization is a top priority for process indus...
27 November, 2025
On November 12, 2025, industrial edge data platform provider Litmus announced that it has secured additional funding from Insight Partners and Munich Re Ventures via HSB Fund II. T...
24 November, 2025
Industrial firms racing to scale operations and improve their data management don’t need a silver bullet – they need a DataOps strategy that matches their digital maturity. In prac...
05 November, 2025
As the initial hype around enterprise AI gives way to practical realities, organizations are adopting a more measured and value-driven approach to AI investments. But for those tas...
03 December, 2025
The conversation around industrial AI has evolved; this much was clear at Cognite’s Impact 2025 event in Houston, Texas this October. Across keynotes, product announcements and cus...
24 October, 2025