Fine-tuned LLMs for enterprise data analysis
Data Explorer for the US Economy
Defog lets your business users query data in seconds, using everyday language. We are powered by SQLCoder – our state of the art open-source model that can search and visualise structured data (like SQL databases or Data Warehouses), and can be further fine-tuned and and deployed on-prem on your servers.
FactIQ helps economic analysts find and visualize the right data, across 7.4M+ official time series. It interprets users' questions, identifies the most relevant datasets, analyzes them and reports back with interactive charts and tables. Every answer is fully transparent: users can inspect the underlying sources and methods, so they can verify and trust every insight.
FactIQ shifted from a general-purpose natural language data querying tool for enterprises (any business user on SQL databases) to a specialized analytics and visualization product focused specifically on US economic time series for economic analysts. The core product (natural language interface and data analysis) remains, but the market and domain focus changes considerably.