Defog is an enterprise platform that automates SQL work for analytics teams. It uses its own SQLCoder model to generate SQL code from natural-language requests, helping large organizations improve reporting accuracy and simplify access to data.
Key capabilities
- Generate SQL queries from a text description of the task
- Support complex analytics scenarios and enterprise databases
- Role-based, configurable interface for different teams
- BI integrations: Tableau, Power BI, Looker
- On-premises deployment options to protect sensitive data
- Access control and query auditing
- Management via web interface or API
Typical use cases
- Automating financial reporting in ERP environments
- Speeding up sales analysis inside BI tools
- Building complex queries for marketing research
- Controlling analytics access across departments
- Rolling out new reports faster without manual analyst work
Defog requires initial infrastructure setup and integration with existing BI systems before it can be used in production.
