Our Solution
From unstructured disclosures
to auditable, decision-ready ESG data.

Background & Necessity
ESG data exists everywhere,
but without structure, traceability, and context, it cannot drive real financial decisions.
Critical ESG data is buried in PDFs,
reports, and fragmented sources.
Black-Box ESG Ratings
Existing scores lack transparency,
explainability, and source-level validation.
Portfolio-level ESG analysis remains slow,
expensive, and fundamentally unscalable.
i-ESG Competitiveness
i-ESG transforms unstructured ESG disclosures into structured, explainable, and investment-ready intelligence
powered by a proprietary RAG-based AI engine and a large-scale ESG data architecture.
Extracts, structures, and contextualizes ESG data from unstructured sources
Dataset 17,000+ companies /
38 industries for real market comparison
Data Layer data point
is traceable to its original source
Solution #1
Convert raw ESG disclosures into decision-ready intelligence
Transform unstructured ESG data into structured insights
for benchmarking, risk detection, and alpha identification.
Extract ESG data from unstructured reports and convert it into structured datasets
Benchmark issuer performance against 17,000+ companies across industries
Generate explainable insights with full source traceability (no black-box scoring)
Identify hidden risks and performance gaps through context-aware AI analysis
Deliver forward-looking ESG risk signals based on data correlation models
ESG risk, performance, and alpha signals in a financial-grade dashboard

Solution #2
ESG Data Products
Deliver ESG data directly into financial systems
Provide structured, auditable ESG data feeds that integrate seamlessly into institutional workflows and models.
Deliver ESG data via REST API or data warehouse integrations
Enable direct integration into risk models, portfolio analytics, and ERP systems
Provide standardized, auditable ESG datasets for institutional use
Support custom ESG metrics tailored to investment strategies and reporting needs
Eliminate redundant data handling and ensure consistency across systems
Why i-ESG
Why Leading Organizations Choose i-ESG
From Regulatory Readiness to Automation.
All-in-One ESG Execution, Powered by i-ESG.
How to
Choose the deployment option that best fits your business needs and security requirements.
Execute Faster. Prove with Confidence.
From AI-powered reporting to fact-based ESG validation.
All in one integrated platform.