Seek AI Datenanalyse-Webapplikatioun vum Eric Wu

D'Wierk Seek AI Datenanalyse-Webapplikatioun vum Designer Eric Wu ass en héich geschätzten Gewënner vum prestigiéisen 2025 A' Design Award an Eisen an der Wettbewerbskategorie Softwaredesign.

EisenSoftware· 2025

Seek AI Datenanalyse-Webapplikatioun

vum Eric Wu

Client: Seek AI

A' Design Award an Eisen Gewënner an der Kategorie Software

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Säit besichen Kuckt beim A' Design Award Pressemëtteelung Award Badge

Faarwen

Den Design

Iwwer Seek AI Datenanalyse-Webapplikatioun

Seek AI ass eng Webapplikatioun, déi et Geschäftsbenotzer erlaabt, Froen iwwer hir Donnéeën a einfacher Sprooch ze stellen. Seek AI wandelt natierlechsproocheg Froen mat Hëllef vu grousse Sproochmodeller a engem eegenen Agent-Framework a SQL-Code ëm. D'Plattform verbënnt sech mat Datewarenhaiser wéi Snowflake, BigQuery an Redshift. Eng Chat-Schnëttstell ass mat engem erweiterbaren SQL-Editor kombinéiert, sou datt all Ufro iwwerpréift a verfeinert ka ginn. Ee Panel mat engem Assistent ënnerstëtzt d'Aarbecht am Editor. D'Benotzer kënnen och Visualiséierunge maachen an Erkenntnisser mat Mataarbechter deelen.

D'Unerkennung

Iwwer den A' Design Award an Eisen

Seek AI Datenanalyse-Webapplikatioun ass e Gewënner vum A' Design Award an Eisen, enger prestigiéiser Unerkennung, déi un gutt Designe vergi gëtt, déi déi professionell an industriell Ufuerderunge erfëllen, déi vu gutt gestaltene Kreatioune erwaart ginn. Eisen-Gewënner weisen déi grouss Fäegkeet, déi héich Spezialiséierung, dat Expertewëssen an d'kreativ Kapazitéit vun hire Schëpfer. Et gëtt erwaart, datt Seek AI Datenanalyse-Webapplikatioun eng héich geschätzt, bewonnert a beléifte Kreatioun ass, déi praktesch an innovativ ass. Dëst mam Eisen ausgezeechent Design integréiert déi beschte Praktike vun der Industrie a huet kompetent technesch Eegeschaften, déi mat Know-how an Talent verbonne sinn. Seek AI Datenanalyse-Webapplikatioun gëtt fir seng Grëndlechkeet respektéiert a ass gestalt, d'Liewensqualitéit ze verbesseren an ze hëllefen, d'Welt zu enger besserer Plaz ze maachen.

Hannert dem Design

Press Kit

Credits, Teammemberen an technesch Detailer vum Designer zur Verfügung gestallt.

Eenzegaarteg Eegeschaften: Seek is a generative AI platform that empowers business users to query their datasets and frees up data teams from ad-hoc requests for analysis. It automatically converts natural language questions into high-quality SQL code. With the efficiency of Seek, data teams are able to focus more on big questions that matter.
Dimensiounen & Verpackung: Seek AI is a web application built with technologies like Next.js, React, and Django. Seek connects to popular data warehouses such as Snowflake, BigQuery, and Redshift. Seek uses a custom agentic AI framework to generate data queries based on natural language questions from the user.
Tags: Generative AI, enterprise application, data analytics
Produktiounstechnologie: Seek AI utilizes large language models to generate queries.
Design Erausfuerderung: The challenge was balancing the precision of a data-driven interface with the freedom of an AI chat bot. Research and practice have shown that an entirely uncontrolled AI chatbot performs poorly on structured data, which has low tolerance for any degree of mistakes. On the other hand, user satisfaction greatly increases when the AI has more perceived autonomy and performs more like humans. The design of Seek AI treats the precise SQL editor as an expandable feature within the chat, while also allowing for the option to engage with it solely. A side AI assistant in the editor itself provides the continuity of AI interaction, while acknowledging that in the technical editor interface, AI becomes an assistant to the precision and lets the user take agency. This approach proves to be highly effective as users are able to freely toggle between the two modes of working and ensure that queries are accurate.
Fuerschung: In the design process, I conducted user research with multiple clients who agreed to be design partners. The research focused on how people perceive accuracy and precision in the context of AI-generated data queries. We found that while people ultimately value precision the most (as they claim), user satisfaction was actually less with a system that is more guardrailed to be precise than making errors. With humanized AI systems, users gain satisfaction from responsive engagement with the system, even though the primary function of the system may be productivity and accurate data queries.
Inspiratioun: I have designed this product with the mindset that data tools should be both accessible and efficient. With the rise of generative AI, we're at a unique intersection in design where complex mental models can easily be explained away by AI. However, AI also runs the risk of simplifying things too much and losing accuracy in the process. As a data-centric software, it is paramount that Seek maintains accuracy and precision alongside any usability improvement brought by AI.
Projetdauer: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Operatiounsablaf: With Seek AI, users can ask questions about their data in natural language, and Seek would generate queries for them. This makes it easier for data professionals to write queries for complex datasets. Additionally, Seek allows users to create visualization or share insights with collaborators.
Teammemberen: Eric Wu
Bildnoweis: Image credit: Eric Wu
Video credit: Eric Wu