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

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.

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

Streamlit app that screens sustainability report PDFs for CSRD/ESRS readiness, ESG disclosure maturity, framework coverage (GRI, TCFD, GHG Protocol, SDG) and greenwashing risk. Rule-based, no paid APIs.

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.

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 🇮🇳.

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

Quantitative framework for detecting corporate greenwashing using ESG deficiency scores and portfolio optimization.

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

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

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

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

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

사티아그라하 그린 조 그린워싱 심각성 게임입니다. 게임 자체는 무척 간단하니 게임 오버 후 설명에 주의를 기울여 주세요.

Automated EU corporate greenwashing detection: 7-agent AI pipeline that scores green claims against verified emissions data and lobbying records.

AI-powered ESG Document Verifier

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.