Our Solution

Turn ESG Data
into Investment
-Grade
Intelligence

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

Background & Necessity

The Problem Isn’t ESG Data.
It’s Usability.

ESG data exists everywhere,

but without structure, traceability, and context, it cannot drive real financial decisions.

Unstructured Data Overload

Critical ESG data is buried in PDFs,
reports, and fragmented sources.

Black-Box ESG Ratings

Existing scores lack transparency,
explainability, and source-level validation.

Manual Processing Bottleneck

Portfolio-level ESG analysis remains slow,
expensive, and fundamentally unscalable.

i-ESG Competitiveness

Built for Financial-Grade ESG Intelligence

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.

RAG-based
ESG AI Engine

Extracts, structures, and contextualizes ESG data from unstructured sources

Massive
Benchmark Dataset

Dataset 17,000+ companies /
38 industries for real market comparison

Explainable & Auditable
Data Layer

Data Layer data point
is traceable to its original source

Solution #1

ESG Data Intelligence

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.

Get Started, 
Without the Overhead

No consultants. No complexity. Just plug-and-go.

Manage ESG 
in One Unified Platform

All your ESG workflows in one place from data management 
to reporting.

Built-In Compliance with Global Standards

Stay aligned with CSRD, ISSB, 
and more automatically.

Automate the Repetitive. 
Focus on Strategy.

AI handles the grunt work, 
so your team doesn’t have to.

Flexible Deployment for Any Team

Scale ESG workflows to 
your team’s size and maturity.

How to

How to Deploy i-ESG

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.