AI Applied Radar: AI Applied To Sustainability Management
Kim Knickle
Access this research
Access all Corporate Sustainability Leaders 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 a comprehensive assessment of AI-augmented use cases for sustainability, enabling sustainability leaders to assess each use case’s trustworthiness, business value and operational viability. The Verdantix AI Applied Radar analysis evaluates a range of AI-driven solutions, considering information obtained from expert interviews, global surveys and technical review. Verdantix mapped each use case based on level of market adoption and tech availability – spanning mainstream use applications such as AI for sustainability data collection, to emerging areas such as AI-enabled social impact assessments. The Radar provides actionable insights for sustainability leaders and vendors seeking scalable, high-impact AI adoption.
Figure 1. The AI Applied Radar for sustainability management
Figure 2. AI Applied Radar use case groupings
Figure 3. Description of mainstream AI-augmented use cases
Figure 4. Additional details on mainstream AI-augmented use cases
Figure 5. Description of AI-augmented use cases worthy of piloting
Figure 6. Additional details on AI-augmented use cases worthy of piloting
Figure 7. Description of AI-augmented use cases that are continuing to emerge
Figure 8. Additional details on AI-augmented use cases that are continuing to emerge
Figure 9. Use cases adjacent to the sustainability office
About the Authors
Jessica Pransky
Senior Manager
Jessica is a Senior Manager at Verdantix, specializing in providing insights to sustainability leaders and analysing ESG and sustainability reporting software. She advises tec...
View ProfileKim Knickle
Research Director
Kim Knickle is a Research Director at Verdantix, bringing more than two decades of analyst experience to the evolving world of sustainability. Her current research spans ESG a...
Other related content
If you lead a carbon or sustainability software firm, the plans you made in 2024 may no longer hold. Policy reversals since the EU Omnibus have slowed demand, and many executives a...
.png?sfvrsn=db470322_1)
Upcoming / 28 October, 2026
Global supply chain volatility is forcing sustainability and procurement leaders to rethink how they balance resilience with sustainability commitments. Join Verdantix analysts El...
Upcoming / 22 October, 2026
Many software vendors are watching buyers build custom AI agents and wondering whether to be worried. The data is instructive: 82% of survey respondents say advances in AI coding h...
Upcoming / 21 October, 2026
Manufacturing is entering a new phase of transformation. Investment in AI, computer vision and connected technologies is accelerating, shaped in part by the renewed push toward dom...
Upcoming / 20 October, 2026
During our webinar discussing the findings from the 2026 Verdantix global corporate survey, we received a huge number of questions and were unable to answer all of them. While w...
09 October, 2026
Join Verdantix and Nakisa for a practical discussion on how IWMS is evolving in the era of AI. We’ll explore how organizations are re-evaluating legacy platforms, where near-term ...
Upcoming / 13 October, 2026