ESG Profiling Agent
Collects Scope 1, 2 and 3 emissions and other ESG datapoints from sustainability reports to feed scoring models.
The business process
Creation and maintenance of corporate ESG profiles that inform financing decisions and continuously update ESG scoring tools and algorithms.
What the agent reads
- Non-financial declarations (DNF)
- Sustainability reports in heterogeneous formats
- Annual financial statements
What it produces
- Environmental datapoints: Scope 1, 2 and 3 emissions, water consumption
- Circular-economy initiatives, impact-management systems and certifications
- CSV exports and conversational access to the ESG knowledge base
How it works
Fine-tuned models perform classification and mass entity extraction, including objects in complex tables. The resulting knowledge base can be navigated and questioned conversationally, and Quick Actions export results to CSV for scoring pipelines.
Runs on
- Domain-tuned SLM/LLM/VLM serving
- Semantic knowledge graph
- GraphRAG & traversal queries
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