Environmental, Social, and Governance (ESG) reporting is not a aspect exercise for company communications groups — it’s a strategic, regulatory, and investor crucial.
However ESG knowledge is:
- Scattered throughout unstructured PDFs and notes
- Ruled by overlapping world rules (CSRD, SEC, SEBI)
- Tough to quantify when it comes to monetary threat
On this article, we present how you can construct a GenAI-powered ESG Assistant that:
- Extracts ESG metrics from stories utilizing LLMs
- Retrieves regulatory context by way of RAG
- Makes use of ML to mannequin the carbon price influence on financials
All on the Databricks platform, utilizing Delta, LangChain, and GenAI.
Earlier than we bounce in, let’s perceive the important thing phrases:
