AI-Based Equity Research Copilot for Investors

This document is a technical report that outlines the capabilities and functionalities of Fintool, an AI-based equity research copilot designed for institutional investors. It describes the challenges faced by finance professionals in analyzing vast amounts of data from financial reports and how Fintool addresses these challenges. The report details the operations of Fintool, which utilizes Large Language Models (LLMs) to answer complex financial research questions efficiently. It explains the transition from OpenAI's GPT-4o to GroqCloud's Llama 3.3 70B, resulting in significant improvements in processing speed and cost efficiency. Additionally, the report highlights Fintool's multi-agent verification system that ensures the accuracy of the information provided. The document also discusses the broader implications of machine learning and LLMs in transforming quantitative finance and investing, emphasizing the potential for rapid analysis and informed decision-making in the financial sector.