Defog

Deploy a fine-tuned LLM model for data analysis on your enterprise data

Defog lets teams ask questions of their own business data in plain language and get answers without waiting for an analyst, by running a fine-tuned language model over enterprise databases. You can drill into specifics without clicking through filters, test broad hypotheses, and ask follow-up questions on your own.

Under the hood is SQLCoder, Defog's own large language model for querying structured data, which the company says outperforms other major models on text-to-SQL tasks. Defog works with any structured database from Postgres to Snowflake, and with CSVs if you have no database at all, with connectors for other tools and platforms. It learns from your feedback and preferences over time, and the company states it does not share your data with anyone, not even its own AI model.

For teams sitting on SQL databases who want a chatbot-style interface for data analysis, Defog is listed as freemium, meaning a free tier with paid plans; the site has a pricing page and a contact form. Check the data-privacy claims and deployment options against your own requirements before rolling it out.

Category: Spreadsheets & Databases. Pricing: freemium. Visit website

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