Seek AI Datu analītikas tīmekļa lietotne — Eric Wu

Darbs Seek AI Datu analītikas tīmekļa lietotne, kura autors ir Eric Wu, ir augsti novērtēts un ļoti prestižās 2025 Dzelzs balva A' Design Award ieguvējs kategorijā Programmatūras dizains.

DzelzsProgrammatūra· 2025

Seek AI Datu analītikas tīmekļa lietotne

Autors: Eric Wu

Klients: Seek AI

Dzelzs balva A' Design Award ieguvējs kategorijā Programmatūra

15,121

Verificēts balvas ieguvējs

Verificēt balvas statusu dizainam #165510

Apmeklēt vietni Skatīt A' Design Award Preses relīze Balvas žetons

Krāsas

Dizains

Par Seek AI Datu analītikas tīmekļa lietotne

Seek AI ir tīmekļa lietotne, kas ļauj biznesa lietotājiem uzdot jautājumus par saviem datiem vienkāršā valodā. Seek AI pārveido dabiskās valodas jautājumus SQL kodā, izmantojot lielos valodas modeļus un pielāgotu aģentu ietvaru. Platforma pieslēdzas tādām datu noliktavām kā Snowflake, BigQuery un Redshift. Tērzēšanas saskarne ir apvienota ar izvēršamu SQL redaktoru, tādēļ katru vaicājumu var pārskatīt un precizēt. Asistenta panelis nodrošina atbalstu darbam redaktorā. Lietotāji var arī veidot vizualizācijas un dalīties ar gūtajām atziņām ar sadarbības partneriem.

Atzinība

Par Dzelzs balva A' Design Award

Seek AI Datu analītikas tīmekļa lietotne ir Dzelzs balvas A' Design Award ieguvējs, prestiža atzinība, ko piešķir labiem dizainiem, kas atbilst profesionālajām un rūpnieciskajām prasībām, kādas sagaidāmas no labi izstrādātiem darbiem. Dzelzs ieguvēji parāda to radītāju lielo prasmi, augsto specializāciju, ekspertu izpratni un radošo spēju. Sagaidāms, ka Seek AI Datu analītikas tīmekļa lietotne būs augsti vērtēts, apbrīnots un cienīts darbs, praktisks un inovatīvs. Šis ar Dzelzs balvu apbalvotais dizains integrē nozares labāko praksi un tam ir kompetentas tehniskās īpašības, kas saistītas ar zinātību un talantu. Seek AI Datu analītikas tīmekļa lietotne tiek cienīts par rūpību un ir izstrādāts, lai uzlabotu dzīves kvalitāti un palīdzētu padarīt pasauli labāku.

Aiz dizaina

Preses materiāli

Dizainera sniegtie autori, komandas dalībnieki un tehniskie dati.

Unikālās īpašības: 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.
Izmēri un iepakojums: 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.
Birkas: Generative AI, enterprise application, data analytics
Ražošanas tehnoloģija: Seek AI utilizes large language models to generate queries.
Dizaina izaicinājums: 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.
Pētījums: 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.
Iedvesma: 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.
Projekta ilgums: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Darbības plūsma: 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.
Komandas dalībnieki: Eric Wu
Attēlu autori: Image credit: Eric Wu
Video credit: Eric Wu