# ESG specialist agent and sustainability knowledge services

URL: https://cufe-digital-finance-center.vercel.app/en/news/esg-agent-2025
Published: 2025-03-07
Updated: 2026-09-06

## APA

王莘茹. (March 7, 2025). 经济学院可持续准则研究中心发布首个DeepSeek ESG专家级智能体. https://econ.cufe.edu.cn/info/1220/8411.htm

A specialist agent and knowledge base jointly developed by the Sustainability Standards Research Center and the Digital Finance Research Center.

## Joint development

On 7 March 2025, the Sustainability Standards Research Center at CUFE's School of Economics released the SSRC specialist agent and the Longma ESG large-model knowledge base. The two resources were jointly developed by the Sustainability Standards Research Center and the Digital Finance Research Center using a DeepSeek foundation model.

## Data and methods

Longma ESG is built on a specialist dataset containing more than 7.7 million Chinese characters of source material. It uses Content-Enhanced Knowledge Slots (CEKS) to organise knowledge. Its retrieval system combines an intent-aware semantic engine with hierarchical matrix encoding to support matching, document classification and content updates. The system also supports API integration.

## Knowledge coverage

The knowledge base covers domestic and international sustainability standards, policies and regulations, corporate ESG disclosure cases, sustainability assurance materials, ESG rating models and historical ratings. Its principal applications include corporate sustainability disclosure, ESG assessment, and research for exchanges and capital markets.

## Planned development

The School of Economics stated that further functional SSRC specialist agents would address intent recognition, automated knowledge reasoning, professional question-answering, data interpretation and decision support.

Corporate author: 中央财经大学人工智能与数字财经研究中心

Original source: https://econ.cufe.edu.cn/info/1220/8411.htm

## Sources

- [中央财经大学经济学院：ESG专家级智能体发布报道](https://econ.cufe.edu.cn/info/1220/8411.htm)