Finlog

Finlog is an advanced AI-driven financial intelligence system designed to streamline access to market information, corporate fundamentals, real-time stock pricing, financial calculations, and news insights using a fully automated agentic workflow. Built on top of *IBM watsonx Orchestrate*, Finlog demonstrates how Large Language Models (LLMs), when combined with structured tool usage and business-grade orchestration, can deliver high-quality, data-backed responses with precision, reliability, and interpretability. At its core, Finlog is designed as an *agentic assistant, meaning it does not rely solely on the language model’s reasoning. Instead, it uses a combination of custom-built tools, external APIs, intelligent prompt routing, branching logic, and structured summarization to deliver accurate financial information. The implementation includes **FMP (Financial Modeling Prep) API tools, **DuckDuckGo Search tools, custom **math reasoning tools, and a **LangGraph-inspired branching workflow* to determine the correct sequence of actions.