AI Applied Radar: AI Applied To Sustainability Management
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
Principal Analyst
Jessica is a Principal Analyst at Verdantix, specializing in providing insights to sustainability leaders and analysing ESG and sustainability reporting software. She advises ...
View Profile
Kim 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...
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
In October 2025, Verdantix published the latest edition of its AI global corporate survey. Amidst market uncertainty regarding a potential bubble burst, the report details the bu...
01 December, 2025
The beginning of 2025 saw significant uncertainty surrounding sustainability regulations. Twelve months later, that uncertainty hasn’t disappeared – in fact, the year has highlight...
27 November, 2025
November 18, 2025 was a notable – and unusually eventful – day for California’s climate disclosure laws, SB 253 and SB 261. Two major developments unfolded simultaneously: CARB hel...
27 November, 2025
After the rapid surge of ambitious policies in 2024, and the abrupt reversals, cancellations, and turbulence that followed in 2025, many organizations expected momentum to stall. I...
Upcoming / 21 January, 2026
At COP30 in Belém, Brazil, negotiations focused on how to rein in climate change and protect natural resources. Like previous COPs, the formal agenda was dedicated to finance, emis...
24 November, 2025