
Digitalization and Sustainability converge for Innovation
AI, ML and Data- Digital transformation and sustainability trends are converging
- Digital tools enable innovative solutions for sustainability challenges
- Examples: instrumentation, tokenization, gamification, contracting & more
- Facilitating climate action, carbon trading, supply chain transparency, and trust-building
- Digitalization + sustainability = opportunities for transformational change

Unlocking Environmental Sustainability Data: Tools and Platforms for Sustainable Finance
AI, ML and Data- Tools, platforms, and communities for sustainability data
- Examples: spatial finance initiatives, and AI-based platforms
- Focus on improving availability, quality, and transparency
- Geospatial data and AI to measure and manage climate-related risks
- Use of NLP and AI for real-time ESG insights and risk monitoring