Eric Wu diseinatzailearen Seek AI Datu Analitikako Web Aplikazioa

Eric Wu diseinatzailearen Seek AI Datu Analitikako Web Aplikazioa lana 2025 Burdinazko Saria A' Design Award sari ospetsuaren irabazle bikaina da Software Diseinua Lehiaketa Kategorian.

BurdinaSoftwarea· 2025

Seek AI Datu Analitikako Web Aplikazioa

diseinatzailea: Eric Wu

Bezeroa: Seek AI

Burdinazko Saria A' Design Award Irabazlea Softwarea Kategorian

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Webgunea Bisitatu A' Design Award-en Ikusi Prentsa-oharra Sari-bereizgarria

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Diseinua

Seek AI Datu Analitikako Web Aplikazioa Diseinuari Buruz

Seek AI negozio-erabiltzaileei beren datuei buruzko galderak hizkuntza arrunt batean egiteko aukera ematen dien web aplikazio bat da. Seek AI-k hizkuntza naturaleko galderak SQL kodera bihurtzen ditu hizkuntza-eredu handiak eta neurrira egindako agente-esparru bat erabiliz. Plataforma Snowflake, BigQuery eta Redshift bezalako datu-biltegiekin konektatzen da. Txat-interfaze bat SQL editore zabalgarri batekin konbinatzen da, kontsulta bakoitza berrikusi eta findu ahal izateko. Laguntzaile-panel batek editorearen barruko lana laguntzen du. Erabiltzaileek bisualizazioak sortu eta ikuspegiak lankideekin partekatu ere ahal dituzte.

Aintzatespena

Burdinazko Saria A' Design Award Sariari Buruz

Seek AI Datu Analitikako Web Aplikazioa Burdinazko Saria A' Design Award irabazlea da, ondo diseinatutako sorkuntzetatik espero diren eskakizun profesional eta industrialak betetzen dituzten diseinu onei ematen zaien aitorpen prestijiotsua. Burdin-mailako irabazleek beren sortzaileen trebetasun handia, espezializazio handia, adituen ulermena eta sormen-gaitasuna erakusten dituzte. Seek AI Datu Analitikako Web Aplikazioa oso estimatua, miretsia eta maitea den sorkuntza izatea espero da, praktikoa eta berritzailea dena. Burdinazko Saria A' Design Award irabazi duen diseinu honek sektoreko praktika onenak integratzen ditu eta know-how-ari eta talentuari lotutako ezaugarri tekniko gaituak ditu. Seek AI Datu Analitikako Web Aplikazioa zehaztasunagatik errespetatua den lana da, eta mundua leku hobea egiten laguntzen duten bizi-kalitatearen hobekuntzak eskaintzeko diseinatua dagoena.

Diseinuaren Atzean

Prentsa-kita

Diseinatzaileak emandako kredituak, taldekideak eta xehetasun teknikoak.

Propietate Bereziak: 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.
Neurriak eta Ontziratzea: 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.
Etiketak: Generative AI, enterprise application, data analytics
Produkzio Teknologia: Seek AI utilizes large language models to generate queries.
Diseinu Erronka: 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.
Ikerketa: 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.
Inspirazioa: 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.
Proiektuaren Iraupena: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Eragiketa Fluxua: 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.
Taldekideak: Eric Wu
Irudi Kredituak: Image credit: Eric Wu
Video credit: Eric Wu