All case studies
Generative AI / GraphRAG
AI-Powered ESG Document Intelligence Platform
A centralized AI platform that turns scattered, unstructured ESG documents into a searchable knowledge graph with secure, organization-specific conversational access.
Client focus: Enterprise ESG & Sustainability
60%
Less manual review effort
The Challenge
ESG documents were scattered across multiple systems with manual compliance review and reporting workflows, and no structured relationship mapping between ESG entities. The core challenge was transforming unstructured ESG files into structured, searchable knowledge while enabling secure multi-organization conversational access.
Our Solution
We built a centralized AI-powered ESG intelligence system with a Knowledge Graph and GraphRAG architecture, enabling an AI chatbot to answer organization-specific ESG queries with contextual accuracy.
Key features delivered
- Multi-source document ingestion (Email, API, Web)
- Automated entity extraction and graph creation
- Secure multi-tenant architecture
- AI-powered contextual search and Q&A
Results & Impact
- ▹Up to 60% reduction in manual ESG review effort
- ▹Centralized, scalable ESG intelligence platform
- ▹Improved reporting efficiency & reduced compliance risk
- ▹Accelerated ESG insight generation with AI decision support
Technology stack
PythonFastAPIGraphRAGAzure OpenAIAzure Cosmos DB (Gremlin)n8nStreamlitKubernetes