Disainilahendus Seek AI Andmeanalüütika veebirakendus, autor Eric Wu

Disainilahendus Seek AI Andmeanalüütika veebirakendus, mille autor on Eric Wu, on kõrgelt hinnatud 2025 auhinna Rauaauhind A' Design Award võitja konkursi kategoorias Tarkvaradisain.

RaudTarkvara· 2025

Seek AI Andmeanalüütika veebirakendus

disainer: Eric Wu

Klient: Seek AI

Auhind Rauaauhind A' Design Award kategoorias Tarkvara

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Teosest Seek AI Andmeanalüütika veebirakendus

Seek AI on veebirakendus, mis võimaldab ärikasutajatel esitada oma andmete kohta küsimusi tavakeeles. Seek AI teisendab loomuliku keele küsimused SQL-koodiks, kasutades suuri keelemudeleid ja kohandatud agendiraamistikku. Platvorm ühendub andmeladudega, nagu Snowflake, BigQuery ja Redshift. Vestlusliides on kombineeritud laiendatava SQL-redaktoriga, mis võimaldab igat päringut üle vaadata ja täpsustada. Redaktori sees toetab tööd assistendipaneel. Kasutajad saavad ka luua visualiseeringuid ja jagada tulemusi koostööpartneritega.

Tunnustus

Auhinnast Rauaauhind A' Design Award

Seek AI Andmeanalüütika veebirakendus on Rauaauhinna A' Design Award võitja, prestiižikas tunnustus, mis antakse headele disainidele, mis vastavad professionaalsetele ja tööstuslikele nõuetele, mida oodatakse hästi disainitud töödelt. Raudvõitjad näitavad oma loojate suurt oskust, kõrget spetsialiseerumist, asjatundlikku mõistmist ja loomingulist võimekust. Seek AI Andmeanalüütika veebirakendus peaks olema kõrgelt hinnatud, imetletud ja armastatud looming, mis on praktiline ja uuenduslik. See Rauaauhinna A' Design Award võidudisain ühendab tööstuse parimaid tavasid ning tal on pädevad tehnilised omadused, mis on seotud oskusteabe ja andega. Seek AI Andmeanalüütika veebirakendus on austatud oma põhjalikkuse eest ning on loodud pakkuma elukvaliteedi parandusi, mis aitavad teha maailma paremaks paigaks.

Disaini taustal

Pressimaterjalid

Disaineri esitatud autorid, meeskonnaliikmed ja tehnilised andmed.

Unikaalsed omadused: 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.
Mõõtmed ja pakend: 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.
Sildid: Generative AI, enterprise application, data analytics
Tootmistehnoloogia: Seek AI utilizes large language models to generate queries.
Disainiülesanne: 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.
Uurimistöö: 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.
Inspiratsioon: 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.
Projekti kestus: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Tööprotsess: 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.
Meeskonnaliikmed: Eric Wu
Piltide autorid: Image credit: Eric Wu
Video credit: Eric Wu