Dreambase develops AI-powered analytics software that enables organizations to generate insights, dashboards, and reports directly from their database without requiring traditional data infrastructure. The platform connects to data sources such as Supabase or PostgreSQL and analyzes schema, relationships, and usage patterns to automatically produce metrics and visualizations. Its system uses AI agents to perform tasks typically handled by data teams, including querying databases, identifying trends, building pipelines, and delivering recommendations based on real-time data. The platform eliminates the need for external data warehouses or manual event tracking by treating the database as the primary source of truth and generating insights directly from it.