ESG Data Extraction demo
Reads issuer sustainability and annual reports in any language into a standard ESG template 1:33
What the demo shows
Reads issuer sustainability and annual reports in any language into a standard ESG template
A template grid puts one issuer in each row and the template's fields across the top: Scope 1, 2 and 3, energy, water, waste, board gender diversity, the gender pay gap and the rest; every cell holds the value and a data-quality score, and selecting it opens the cropped report table in its original language beside the English, with the conversion written out. Seven agents do the reading: the Intake agent finds and matches each report; the Extraction and Second reader agents read every table blind and must agree; the Units agent converts units, fiscal years and boundaries by the template's rules; the Plausibility agent compares each figure with last year, sector peers and the vendor estimate and holds outliers with the issuer's own explanation; the Assurance agent reads the assurance statement's scope to propose the score; the Publishing agent loads only what a steward approved and reads it back.
Transcript
- ESG Data Extraction reads issuer reports in any language into one template for ESG Data teams.
- Vendors cover about 16,000 listed issuers.
- So many holdings sit on estimates.
- The grid shows each issuer in a row, every value scored for quality.
- Daeyong Chemicals Korean Report, page 87, Scope 1, 1.42 million tons.
- The Korean table sits beside the English, the conversion shown.
- The plausibility agent checks last year and peers, up 3%, plausible.
- It held one outlier, hazardous waste up 75%, and found why.
- The analyst confirmed, the steward, a different person, approves with a reason.
- Its score moves from 4, estimated, to 1, reported and verified.
- Every figure, cited to its page, signed twice, logged.
- This season, 1,119 issuers moved to reported data, 88% of financed emissions.
- Built on Botminds: agents, data, screens, and governance on one platform.
Transcribed from the film’s narration. Captions are on the player.