Superflows

Superflows is a platform that enables software companies to integrate an AI-powered conversational assistant directly into their own products. The assistant is designed to handle complex analytical queries from end users by leveraging the product’s existing APIs. When a user asks a question in natural language—such as “Show me monthly sales trends for the last quarter” or “Compare user retention rates between two cohorts”—Superflows interprets the intent, calls the appropriate backend API endpoints to fetch raw data, and then dynamically writes and executes code (Python, SQL, or similar) to perform calculations, aggregations, or visualizations. The result is returned to the user in a clear, contextual answer within the chat interface, often accompanied by charts or tables. The core value proposition is reducing the need for custom dashboard development. Instead of engineering teams spending weeks building new charts, filters, and reports for every user request, Superflows allows users to ask ad‑hoc questions and receive immediate, data‑driven responses. This capability directly increases user engagement and retention because customers can explore their own data without leaving the product or waiting for support. The assistant also provides guidance—for example, suggesting queries, explaining how to interpret results, or offering next steps based on the user’s role and history. Technically, Superflows acts as a middleware layer that connects to any RESTful or GraphQL API. It uses a large language model to parse user queries, map them to available endpoints, and generate safe, sandboxed code for numerical processing. The system is built for reliability: it handles ambiguous questions by asking clarifying follow‑ups, and it validates outputs before presenting them. Enterpr