Seek AI Data-analise-webtoepassing deur Eric Wu

Die ontwerp Seek AI Data-analise-webtoepassing deur Eric Wu is 'n hoogs gewaardeerde wenner van die baie prestigieuese 2025 A' Design Award in Yster in die Sagteware-ontwerp-kompetisiekategorie.

YsterSagteware· 2025

Seek AI Data-analise-webtoepassing

deur Eric Wu

Kliënt: Seek AI

Wenner van die A' Design Award in Yster in die Sagteware-kategorie

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Verifieer Toekenningsstatus vir #165510

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Die Ontwerp

Oor Seek AI Data-analise-webtoepassing

Seek AI is 'n webtoepassing wat besigheidsgebruikers in staat stel om vrae oor hul data in gewone taal te vra. Seek AI skakel natuurlike-taal-vrae om in SQL-kode deur gebruik te maak van groot taalmodelle en 'n pasgemaakte agent-raamwerk. Die platform koppel aan datapakhuise soos Snowflake, BigQuery en Redshift. 'n Kletskoppelvlak word gekombineer met 'n uitbreidbare SQL-redigeerder, sodat elke navraag hersien en verfyn kan word. 'n Assistentpaneel ondersteun werk binne die redigeerder. Gebruikers kan ook visualiserings skep en insigte met medewerkers deel.

Die Erkenning

Oor die A' Design Award in Yster

Seek AI Data-analise-webtoepassing is 'n wenner van die A' Design Award in Yster, 'n prestigieuse erkenning wat toegeken word aan goeie ontwerpe wat voldoen aan die professionele en industriële vereistes wat van goed ontwerpte skeppings verwag word. Wenners in Yster toon groot vaardigheid, hoë spesialisasie, kundige begrip en die kreatiewe vermoë van hul skeppers. Daar word verwag dat Seek AI Data-analise-webtoepassing 'n hoog aangeskrewe, bewonderde en gekoesterde skepping is wat prakties en innoverend is. Hierdie ontwerp wat die A' Design Award in Yster gewen het, integreer die beste praktyke in die bedryf en het bekwame tegniese kenmerke gekoppel aan kundigheid en talent. Seek AI Data-analise-webtoepassing word gerespekteer vir sy deeglikheid en is ontwerp om verbeterings in lewensgehalte te bied wat help om die wêreld 'n beter plek te maak.

Agter die Ontwerp

Persstel

Krediete, spanlede en tegniese besonderhede verskaf deur die ontwerper.

Unieke Eienskappe: 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.
Afmetings & Verpakking: 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.
Etikette: Generative AI, enterprise application, data analytics
Produksietegnologie: Seek AI utilizes large language models to generate queries.
Ontwerpuitdaging: 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.
Navorsing: 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.
Inspirasie: 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.
Projekduur: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Bedryfsvloei: 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.
Spanlede: Eric Wu
Beeldkrediete: Image credit: Eric Wu
Video credit: Eric Wu