AI-Augmented ESG Analysis

Attempting to create an LLM to detect corporate greenwashing in professional texts

NLP-powered greenwashing scanner for fashion - paste a product link, get the True Eco-Score

Lanterna verde é um sistema de avaliação do nível de práticas de greenwashing de uma organização ou produto.

code and documentation for my Bachelor's thesis, which delves into a data-driven exploration of sustainability reports from DAX 40 companies using Natural Language Processing (NLP). The analysis aims to uncover potential greenwashing tendencies through a comprehensive examination of sentiment values, SDG alignment, ESG scores, and company size.

An AI-powered Streamlit web app to detect greenwashing in sustainability claims using DistilBERT (MNLI) model. Classifies input text into: Greenwashing, Genuine, or Marketing Hype. Built by Team BharatWin 🇮🇳.

NLP tool to flag greenwashing and provide insights through corporate reports

Analyzes 10 years of SEC 10-K filings from S&P 50 firms using NLP and Guided LDA to evaluate ESG communication clarity and detect greenwashing. Introduces the Greenwashing Risk Index (GRI) to measure balance between ESG emphasis and linguistic transparency.

ML tool that cross-references company ESG claims against independent news and emissions data to detect greenwashing.

AI-powered ESG Document Verifier

🦒 Girafon : Automatically analyse any ESG/sustainability report against ESRS (CSRD) requirements and find exactly what's missing — with evidence.

Data from thesis on how to detect greenwashing in a semi-automated way

DOOH and OOH advertising research dataset for AI-agent due diligence, ESG, policy, public health, privacy, safety, and urban planning

NLP pipeline to detect greenwashing in S&P 500 sustainability reports using FinBERT

4-agent AI pipeline that analyses supplier ESG reports against GRI, TCFD and CSRD frameworks — scoring Environmental, Social and Governance domains and detecting greenwashing risks in under 90 seconds.

Greenwashing Risk Assessment Tool (GRAT) from my master's thesis (TU Delft & Leiden). Developed for European electric utilities by combining environmental performance metrics with NLP-based sustainability report analysis. Adaptable to other sectors.

Discover with ease if an Environmental Education Project or Program (EEPP) engages in greenwashing

ESGverify leverages local LLM models to determine % of greenwashed text from corporate sustainability reports

Autonomous climate compliance platform — greenwashing detection & carbon risk scoring via Multi-Agent AI (YZA Akademi Ideathon 2026)

An NLP classifier to detect greenwashing in corporate sustainability reports across 16 fashion and beauty brands.