Defog.ai
Defog.ai, formerly known as Data Narratives, is a B2B analytics company based in Mountain View, CA, specializing in AI-driven data querying and analysis tools for SQL, Python, and R.
Services
Defog.ai enables business users to query data using everyday language, leveraging their open-source model SQLCoder for searching and visualizing structured data. Their AI-driven solutions speed up data analysis in SQL, Python, and R, with the help of human-in-the-loop agents that assist with complex and repetitive workflows. Specific services include generating reports for editing and collaboration, automating statistical analyses, and decomposing multi-part questions into executable tasks.
Products
Defog.ai's main product, SQLCoder, is an open-source model designed for generating and visualizing structured data. SQLCoder-34B, a significant version of this model, showcases high performance by outperforming major models, including OpenAI's gpt-4 and gpt-4-turbo, in text to SQL generation. The company also provides SQL-Eval, an open-source framework for evaluating the correctness of LLM-generated SQL. SQLCoder can be finely tuned and deployed on-premises to align with business objectives and database schemas.
Industry and Sub-industry
Defog.ai operates within the B2B sector, specifically focusing on the analytics sub-industry. The company offers AI-driven tools to accelerate data analysis and simplify querying structured data. Ensure privacy-centric integration with any SQL database or data warehouse. Their solutions cater to different industries, providing enhanced data interaction capabilities.
Y-Combinator Involvement
Defog.ai was part of the W23 batch of Y-Combinator, a startup accelerator program that supports early-stage companies. This participation helped Defog.ai receive mentorship, funding, and networking opportunities, enabling them to refine their product offerings and expand their market reach.
Locations and Team
Defog.ai is based in Mountain View, CA, USA, and has a small team of 5 members. They operate in various regions, including the United States, America/Canada, and offer partly remote and fully remote working options. This flexibility allows them to attract talent and serve clients globally.