Our Methodology

From messy disclosures to clear, comparable insight.

ESG information is scattered across PDFs, websites, disclosures, and initiatives. We continuously ingest, standardize, and connect evidence to create a single, consistent picture per company.

Ingest
Collect ESG claims, metrics, and events from public sources with timestamps and provenance.
Normalize
Convert varied formats into a consistent schema and map disclosures to ESG categories.
Explain
Dashboards and summaries that always link back to original evidence.
Public sources we use
Only publicly available sources with full provenance.
Sustainability / ESG reports
source-cited
Regulatory filings & disclosures
source-cited
Press releases & investor updates
source-cited
Standards bodies & initiatives
source-cited
Open datasets & public registries
source-cited
Trust & traceability

Evidence coverage, recency, and confidence are always visible.

Responsible use

We avoid personal data and focus on corporate disclosures.

Continuous ingestion
Pipelines regularly pull, de-duplicate, and version disclosures.
Quality & provenance
Every metric is source-linked and reviewable.
Dashboards & summaries
Clear comparisons and timelines anyone can follow.

Disclaimer

The information presented on this platform is compiled from publicly available sources, including corporate disclosures, sustainability reports, press releases, and third-party data providers. We do not own, create, or independently verify the underlying data, nor do we claim any proprietary rights over such information.

This platform is intended solely for informational and educational purposes. It is designed to support knowledge sharing and research and should not be construed as a statement of fact, judgment, endorsement, or assessment of any company’s legal, financial, or ethical standing. No content on this website is intended to defame, disparage, or harm the reputation of any individual, company, or organization.

While we strive for accuracy and transparency, the data displayed is generated and structured using an evolving analytical model that is currently under development. As such, the information may be incomplete, subject to change, or not fully accurate, and should not be relied upon as definitive or authoritative.Users are encouraged to independently verify information directly with original sources. We welcome feedback, corrections, and suggestions, and invite stakeholders to contact us with comments or inputs to help improve the quality and reliability of the platform.Last updated: 7 January 2026