hassanali@evrenai.com
+1 (346) 593-7972
hassanali@evrenai.com
+1 (346) 593-7972
For most enterprises, c ritical business data remains locked away, accessible only to the handful of technical analysts who can write complex SQL. This creates a significant bottleneck, slowing down decision-making. We partnered with a forward-thinking enterprise client to build Brain AI, a state-of-the-art platform that allows any user from an analyst to the CEO to have a natural language conversation with their live databases and get instant, accurate answers.
The challenge was converting nuanced, context-dependent human language into accurate, executable SQL queries without error.
The system had to intelligently understand each client's unique database structure to generate relevant queries.
The platform needed to present data in human-readable formats clear summaries, charts, and dashboards to ensure results were understandable for non-technical users.
“Brain AI has fundamentally changed our relationship with our own data. Our teams can now ask critical business questions and get answers instantly, without needing to file a ticket with the analytics team. The velocity this has unlocked is a true competitive advantage. Evren AI delivered on a vision we thought was years away.”
Enterprise Client
Used LLMs to interpret user intent, retrieving relevant database schema and documentation through a Vector Store (Elasticsearch) before generating the query.
The system generates accurate SQL queries with a validation step to ensure syntactical and logical correctness before execution.
Translated raw data into actionable formats concise summaries, tables, or visual charts using LLMs for immediate insights.
The platform is containerized with Docker and supports secure, seamless connections to a wide range of SQL databases, offering versatility for any enterprise.
Business users can now get instant, self-serve answers, accelerating strategic and operational decision-making.
The platform freed data analysts from repetitive questions, enabling them to focus on complex, high-value strategic projects.
Empowered non-technical users across the organization to directly query company data, fostering a more data-literate culture.
The platform now enables future enterprise applications, including proactive alerting, advanced visualizations, and integration with BI tools.
These results demonstrate the transformative power of AI when implemented strategically and thoughtfully.
Evren AI supports clients across the globe in adopting cutting-edge technology to transform customer interactions.
