About
What is Defog?
Defog is an AI data analysis tool designed to provide rapid insights from enterprise data using fine-tuned Large Language Models. It eliminates waiting for data by allowing users to ask questions and receive answers instantly. The platform ensures data privacy, never sharing information with the AI model, and boasts best-in-class accuracy powered by SQLCoder, Defog's industry-leading text-to-SQL model. Defog adapts to user feedback and preferences, working with diverse data sources including structured databases like Postgres and Snowflake, as well as CSVs. Its interpretability features ensure users can trust the results, making it a reliable solution for data-driven decision-making.
Best used for
Ideal for data scientists who need to quickly get answers from complex enterprise data, explore broad hypotheses, and ask follow-on questions without delays. Especially valuable for organizations prioritizing data privacy and requiring highly accurate, interpretable AI for data analysis.
Common actions
finetunableadvanced analytical capabilitiesdata sourcesstatistical analysesdeterministiccsvdesktop appsAI chatbotsprivacyanalytics+ 13 more
Capabilities
Key features
- Fine-tuned LLM deployment
- Best-in-class accuracy
- Data privacy
- SQLCoder integration
- Multi-source data connectivity
- Adaptive AI responses
- Interpretable results
Target Audience
data scientist
Integrations
postgressnowflake
Pricing & Plans
Enterprise · Starting at USD 5.00
$5,000 /month Contact us 20,000+ queries/month
FAQs
What is SQLCoder and how does it relate to Defog?
SQLCoder is Defog's specialized large language model for querying structured data, and it powers Defog's best-in-class accuracy. It's an open-source model that outperforms other major models in text-to-SQL tasks, ensuring reliable and precise data analysis within the Defog platform.
Does Defog ensure the privacy of my enterprise data?
Yes, Defog prioritizes data privacy. Your data is never shared with anyone, including the AI model itself. The system is designed with trust at its core, ensuring that sensitive enterprise information remains secure and confidential during analysis.
What kind of data sources can Defog connect to?
Defog is designed to work with all your data, no matter where it lives. It supports querying any structured database, including popular options like Postgres and Snowflake. Additionally, you can easily get started by uploading CSV files if you don't have a traditional database.
What are the pricing options for Defog?
Defog offers Enterprise plans, both cloud-hosted and self-hosted. The cloud-hosted Enterprise plan starts at $5,000 per month, offering features like 20,000+ queries/month and SSO. The self-hosted option provides unlimited queries and hosting on your own infrastructure, requiring an annual commitment.
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