# 9.2 Sustainability Use Cases

## ESG Analysis & Integration

1. **Sustainability Report Extraction**: Automated data extraction from sustainability disclosures
2. **Regulatory Compliance Tracking**: Monitoring compliance with evolving ESG regulations
3. **SDG Alignment Assessment**: Measuring company activities against UN Sustainable Development Goals
4. **Green Revenue Classification**: Identifying and categorizing environmentally beneficial revenue streams
5. **Net-Zero Commitment Tracking**: Monitoring corporate climate commitments and progress
6. **Supply Chain ESG Risk Assessment**: Evaluating sustainability risks throughout supply chains

## Climate Risk Analysis

7. **Climate Risk Exposure Mapping**: Identifying physical and transition risks in corporate disclosures
8. **Carbon Intensity Calculation**: Extracting and standardizing carbon emissions data
9. **Scenario Analysis Support**: Data extraction for climate scenario modeling
10. **TCFD Disclosure Analysis**: Evaluating quality and completeness of climate disclosures
11. **Climate Transition Plan Assessment**: Analyzing corporate transition strategies and timeframes
12. **Stranded Asset Risk Identification**: Recognizing potential stranded assets from climate disclosures

## Impact Measurement

13. **Impact Metric Standardization**: Converting varied impact reporting into comparable metrics
14. **Double Materiality Assessment**: Analyzing both financial and impact materiality in disclosures
15. **Social Impact Quantification**: Measuring social impact initiatives and outcomes
16. **Biodiversity Impact Analysis**: Extracting biodiversity commitments and performance data
17. **Water Stewardship Evaluation**: Analyzing water usage, risks, and conservation efforts
18. **Circular Economy Transition Monitoring**: Tracking progress toward circular business models


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