Financial Data Chatbot System

You are a Machine Learning Engineer at a financial services company. Your task is to build a customer-facing chatbot that provides real-time financial insights and advice, leveraging the company’s frequently updated financial data.

How would you design a system to fetch relevant and accurate financial data dynamically for the chatbot, ensuring that responses are timely and contextually relevant?