Defog

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.