Goal Automatically classify whether a company’s public documents (reports, press releases, or filings) disclose specific ESG metrics — e.g., greenhouse gas emissions, water usage, diversity metrics.
Problem Statement Companies often publish long reports where ESG disclosures are buried in text. This tool flags and categorizes those disclosures automatically, saving analysts time and improving data quality.
Example Input Text from annual ESG reports, 10-K sustainability sections, or CDP responses.
Example Output
| Sentence | Disclosure Type | Confidence |
|---|---|---|
| “Our Scope 1 emissions in 2023 totaled 1.5 million metric tons CO₂e.” | Emissions | 0.94 |
| “We increased women in leadership positions from 20% to 25%.” | Diversity & Inclusion | 0.88 |