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The CSRD Reporting Agent

A 4-week Proof of Concept showing how a RAG-powered agent can turn raw ESG data and CSRD requirements into consistent, audit-ready narrative sections — giving sustainability teams a solid first draft instead of a blank page.

Proof of Concept — Corporate Sustainability Reporting2025
CSRD Reporting Agent workflow
8
ESRS topics tested
~70%
First-pass accuracy
3-4 days
Writing time saved

The Challenge

The Solution

Technology Stack

LangGraphAzure OpenAI (GPT-4o)Qdrant (RAG)Python
The CSRD Reporting Agent | Laava Projects | Laava