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

1. Climate Risk Exposure Mapping: Identifying physical and transition risks in corporate disclosures

2. Carbon Intensity Calculation: Extracting and standardizing carbon emissions data

3. Scenario Analysis Support: Data extraction for climate scenario modeling

4. TCFD Disclosure Analysis: Evaluating quality and completeness of climate disclosures

5. Climate Transition Plan Assessment: Analyzing corporate transition strategies and timeframes

6. Stranded Asset Risk Identification: Recognizing potential stranded assets from climate disclosures

Impact Measurement

1. Impact Metric Standardization: Converting varied impact reporting into comparable metrics

2. Double Materiality Assessment: Analyzing both financial and impact materiality in disclosures

3. Social Impact Quantification: Measuring social impact initiatives and outcomes

4. Biodiversity Impact Analysis: Extracting biodiversity commitments and performance data

5. Water Stewardship Evaluation: Analyzing water usage, risks, and conservation efforts

6. Circular Economy Transition Monitoring: Tracking progress toward circular business models