Barq Insights
Barq Insights sits over the whole data estate, across operating companies and jurisdictions. Ask in plain language and it returns the figure with the reasoning that produced it, drawn as the chart, map or comparative table the question calls for. Answers arrive in the vocabulary of whoever asked, and permissions decide what any query can reach without the data ever moving.
A fine-tuned 31B model reached an 86.7 quality index on a single GPU
Enterprises in regulated industries want the analytics power of large language models without sending data to third-party clouds. For banks, telecom operators, and public-sector organizations, data residency is a hard requirement: request payloads may never leave their infrastructure.
The benchmark replays 242 questions through the production pipeline across 10 candidate models. The adapted model outscores three of the five cloud APIs tested and runs at 1.17x production latency.
Conversational Analytics on Locally Hosted Language Models · Barq AI Insights · September 2026
Frequently asked questions
Is Barq a chatbot or a dashboard?
How does Barq ensure data sovereignty?
Can an agent exceed its permissions?
Where does Barq deploy?