Enhancing AI transparency in Investment Management Using Large Language Models

Short description of the innovation study

Axyon AI focuses on integrating Generative AI into investment management. The challenge lies in enhancing the transparency and interpretability of AI-driven financial predictions, as existing quantitative methods, such as SHAP, are insufficient for asset managers.

The objective is to develop a specialised Large Language Model (LLM) capable of translating complex financial forecasts into natural language insights, making data more accessible and actionable. Development efforts include fine-tuning LLMs with structured financial data to enable automated reporting and in-depth market trend analysis.

This innovation is expected to drive business growth, increase AI adoption in finance, and reduce reliance on human analysts.

Organisations involved: 

End User: Axyon AI SRL

Research Centre: UNIMORE-AImageLab