Inconvo, a YC S23 startup, simplifies data analysis for non-technical users by utilizing LangGraph and LangSmith to streamline their data querying process. This enables users to ask questions in natural language, eliminating the need for technical expertise, and provides multiple visualization options for interactive data exploration. Inconvo's architecture leverages LangGraph to manage conditional workflows, handle complex queries, and return structured outputs in various formats, thereby breaking down barriers to data analysis and democratizing access to data insights.