AI for ESG Supplier Scoring with Multimodal Evidence |…

AI for ESG Supplier Scoring with Multimodal Evidence

Ingest documents, news, audits, and telemetry with AI to score suppliers on ESG factors with transparent, evidence-backed results.

ESG risk is distributed across suppliers. AI extracts signals from disclosures, audits, news, and telemetry, producing explainable scores that power sourcing decisions and compliance.

Audit report ingestion and control mapping.

Telemetry (energy, emissions, safety) for verification.

On-chain attestations for immutability.

live demo · related simulation● LIVE

News, sanctions/watchlists, legal cases, social signals.

Document AI for PDFs/docs; multilingual extraction.

News/feeds with dedup and entity linking.

Frequently asked questions

What APIs are available for integration with procurement, ERP systems, and reporting tools?

APIs for procurement/ERP and reporting tools.

How do supplier portals facilitate remediation updates?

Supplier portals provide a centralized location to manage and track remediation updates for various issues.

What information is available regarding Connect disclosures, audits, and the news feed, and how does the supplier knowledge base (KB) relate to this?

The Connect platform provides access to disclosures, audit reports, and a news feed; a comprehensive supplier knowledge base (KB) supports these resources.

How are scoring models trained, and what role do Subject Matter Experts (SMEs) play in their calibration?

Scoring models are trained using historical data, and they are calibrated with input from Subject Matter Experts to ensure accuracy and relevance.

▶ Try it live

Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Hash Function Avalanche Visualizer simulation