Seek AI: Empowering Data Access with Generative Intelligence

Eric Wu’s web application redefines enterprise data analytics through AI-driven precision.

Seek AI, designed by Eric Wu, stands at the forefront of generative AI platforms tailored for enterprise data analytics. This web application enables business users to query datasets using natural language, automatically translating questions into high-quality SQL code. By streamlining the process, Seek AI liberates data teams from repetitive, ad-hoc analysis requests, allowing them to focus on strategic challenges that drive business growth.

The inspiration behind Seek AI stems from the growing need for data tools that balance accessibility with precision. As generative AI becomes more prevalent, the risk of oversimplification threatens the accuracy essential to data-centric software. Eric Wu’s design addresses this by ensuring that usability improvements do not compromise the integrity of data analysis, maintaining a high standard of precision throughout the user experience.

Technologically, Seek AI leverages large language models within a custom agentic AI framework, seamlessly integrating with popular data warehouses such as Snowflake, BigQuery, and Redshift. Built on robust platforms like Next.js, React, and Django, the application supports dynamic query generation and collaborative data visualization, enhancing productivity across organizations.

User research conducted during development revealed a nuanced relationship between perceived accuracy and user satisfaction. While precision remains a top priority, users reported greater satisfaction when interacting with responsive, humanized AI systems—even when minor errors occurred. This insight informed Seek AI’s dual-mode interface, which combines a precise SQL editor with an intuitive chat-based assistant, empowering users to toggle between guided and autonomous workflows.

Seek AI’s mission is to democratize data access and eliminate barriers that hinder organizational efficiency. By automating routine coding tasks and enabling instant access to critical data, the platform optimizes the use of enterprise information at scale. Its innovative approach has earned recognition, including the Iron A' Design Award in 2025 for excellence in information technologies and software design.

With continuous updates and a commitment to user-centric innovation, Seek AI exemplifies how thoughtful design and advanced technology can reshape the landscape of enterprise analytics, making data-driven decision-making more inclusive and effective.