TextQL is an AI platform that connects to a company's existing data stack, including business intelligence tools, semantic layers, and documentation. It aims to automate data analysis tasks typically performed by human analysts, allowing business teams to get insights from their data quickly using natural language queries. The platform integrates with various components of the modern data stack to replicate interactions with a senior data scientist.