Advanced ESG AI for the your most complex investment challenges

Bespoke AI Projects allow investment firms, consultants and asset owners to apply Integrum ESG’s proprietary AI technology to their own ESG workflows. These projects automate ESG data collection, document review and analysis to deliver faster decisions and audit-ready outputs.

Integrum’s AI has been trained for over five years on ESG disclosures, filings and sentiment data. It reads unstructured text, extracts material details and converts them into structured metrics that analysts can validate. Every output is explainable and traceable to its original source.

Clients can commission custom models for ESG data collection, risk screening, document intelligence or ESG mapping. Two key solutions, Golden Retriever and the Due Diligence Portal, demonstrate how these models perform in live environments.

Golden Retriever automates ESG data collection across any group of companies or datasets. It uses ESG-trained AI to locate and verify metrics, tag sources with citations and confidence scores and export results for analysis.

The system achieves over 90 percent accuracy on validated datasets. Each data point includes a citation and confidence score that analysts can review and approve in the Assurance Portal before export.