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.
