Defog

Defog is an enterprise AI platform designed to democratize data access. Instead of waiting for data analysts to write complex SQL queries, users ask questions in plain language and Defog translates them into accurate database queries automatically.

Highlights

• SQLCoder: proprietary language model optimized for text-to-SQL conversion, outperforming general-purpose models
• Multi-database support: integrates with Postgres, Snowflake, BigQuery, and other major platforms
• CSV and file uploads: analyze data beyond traditional databases
• Privacy-first architecture: keeps user data local and secure
• Adaptive learning: improves with feedback and usage patterns

Defog serves enterprise organizations like Toyota, Alliance Bernstein, and Macmillan that need rapid data analysis without bottlenecks. Pricing starts at $5,000 per month for cloud hosting or custom annual rates for self-hosted deployment with unlimited queries.