Defog
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Quick Answer
AIDefog is an AI data analyst for enterprise organizations and data analysts. It connects to diverse data sources like databases and SaaS tools, offering auto-visualization and fine-tuning capabilities. Best for teams needing privacy-first AI data analysis, Defog supports Toyota and Alliance Bernstein. Paid access is available.
Defog is an AI data analyst that provides fast, accurate insights from enterprise data. It connects to various data sources, offers auto-visualization, and adapts to user feedback. Powered by the open-source SQLCoder model, Defog ensures privacy-first analysis with self-hosting options.
Defog is powered by SQLCoder, an open-source, industry-leading text-to-SQL model built by Defog, which is fine-tuned for enterprise data analysis and outperforms major models in accuracy.
Decision Intelligence
Best For
AIType
Starting Price
$5000/mo
Billing Cycle
Monthly
Free Trial
No
Credit Card
Not Required
Free Plan
No
Dimension Scores
· 6.0 avgHow good it is, across universal quality axes
Task Scores
· 5.9 avgWhat it can do, on category-specific tasks · showing 7 of 10 tasks scoring 5+
Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →
- -Self-hosted models require an annual commitment
- -Free API key is limited to 5 tables, 25 columns, and 1000 queries per month
- -The site is provided on an "as-is" and "as available" basis with limited warranties
- -Company has no obligation to provide support in connection with the site
Turn conversations, documents & images into insights — AI next to your data
Query data from Snowflake data warehouse
Query data from Postgres databases
Query data from SQL Server databases
Query data from MySQL databases
Ask questions and get answers directly in Slack
Deploy Defog through GCP cloud marketplace
Deploy Defog through AWS cloud marketplace
Auto-updated
Complexity
Company Size
Team Size
Skill Level
Deployment
Demo
Open demoThe Model(s) Behind It
Model details — extracted from public vendor sources by our pipeline (AI extraction plus a source check) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.
Base Models
Pricing verified from the vendor pricing page.
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User Reviews
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Who It's For3 rolesData ScientistsComputer Systems AnalystsManagement Analysts
Platform, Content & Languages3 content types1 languagesTextCodeData VisualizationEnglish+7 more
Content Types
Accepts
Produces
Frequently Asked Questions
What can Defog do?
Defog can: Connects to structured databases and data warehouses, Integrates with SaaS tools, Uploads CSVs and Excel files for analysis, Automatic data visualization and result saving. Best for: Enterprise organizations needing fast data insights.
How much does Defog cost?
Defog is a paid tool starting from $5000/month.
Is Defog free?
No, Defog is a paid tool. Check the official pricing page for current plans.
What makes Defog unique?
Defog is powered by SQLCoder, an open-source, industry-leading text-to-SQL model built by Defog, which is fine-tuned for enterprise data analysis and outperforms major models in accuracy.
Does Defog have an API?
Yes, Defog offers a public API for developers to integrate its capabilities into custom applications and workflows.
What platforms does Defog support?
Defog is available on web, desktop, API, and Slack.
What languages does Defog support?
Defog supports English.
Who is Defog for?
Defog is designed for Enterprise organizations needing fast data insights; Data analysts looking to explore broad hypotheses and drill down into specifics; Teams requiring privacy-first AI data analysis.
Trust Score
Good
Based on 7 data signals
Confidence: High
Reflects publicly available data, not an independent audit
No published data
Not yet checked
Some details are AI-generated estimates — verify with the vendor.
AI-generated estimate: Best For, Description, Limitations, Quick Answer, Tagline, What Makes Unique
How we source dataAI Governance & Regulatory Disclosures
Legally-sensitive fields — extracted from public vendor sources by our pipeline (AI extraction plus a source check) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.