Defog.ai is designed to remove barriers in data analysis by translating plain English questions into precise, executable queries and visual insights. It connects with structured databases, CSVs, and cloud warehouses, while keeping data private and never sharing it outside your environment. Powered by its specialised large language model SQLCoder, Defog handles broad data exploration and detailed analytics with adaptive learning based on user feedback.
Produces accurate SQL results even with specialized knowledge required
Infinitely configurable user interface for customization
Maintains data privacy by never accessing or moving data
Fine-tunes model based on user feedback for high accuracy
Self-corrects runtime errors to generate valid SQL
Requires Docker for on-prem setup
Depends on providing database schema metadata for context
*Price last updated on Jan 17, 2026. Visit defog.ai's pricing page for the latest pricing.
