Catalog record · Risk Management
Stage as of Mar 19, 2024 · historical report, not live reconfirmation.
Gaia corporate climate-disclosure extraction
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
BIS, Bundesbank and ECB built a proof of concept extracting comparable climate-risk indicators from corporate reports using LLMs.
- Reported stage
- Not assessed
- Technology
- GenAI/LLM
- Business function
- Middle Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Explicit proof of concept; no production deployment established. Status as of 2024-03-19.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Subsequent phase expands the pipeline; production adoption is not established.
Recorded dependencies
- Corporate disclosures; semantic retrieval; human assessment
Source register
- Project Gaiabis.org · opens in a new tab
Bank for International Settlements · regulator · full-text · Published 2024-03-19
Research lanes: regulatory_public_finance · Batch global-discovery-2026-10-26. Coverage and remaining gaps