Eric Wu nisqap Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun diseñon

Eric Wu nisqap Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun diseñonqa Llamkachiy Kamay Atipanakuy T'aqapi 2025 A' Design Award Fierru Premiu nisqap ancha chaniyuq atipaqninmi.

FierruLlamkachiy· 2025

Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun

Eric Wu rurasqa

Mañakuq: Seek AI

Llamkachiy T'aqapi A' Design Award Fierru Premiu Atipaq

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Taripasqa Premio Atipaq

#165510 nisqapaq Premio Kayninta Taripay

Sitio Web Qhaway A' Design Award ukhupi Qhaway Prensa Willakuy Premio Unanchay

Llinphikuna

Diseñomanta

Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun nisqamanta

Willakuykuna Qillqa: Seek AI nisqaqa huk web aplikasyunmi, kaymi negocio ruwaqkunaman saqiwan tapunankupaq paykunaq datankunamanta sasa rimayllawan. Seek AI-qa kastilla rimaypi tapuykunata SQL códigoman tikrachin, hatun rimay ruwakunata (large language models) hinallataq huk kikin agente framework-ta servichikuspa. Kay plataformaqa data warehouse-kunawan tantiyachikun, hina Snowflake, BigQuery, Redshift hina. Chat interface nisqaqa huk kicharikuq SQL editorwan tantiyachisqam, chayrayku sapa tapuyta qhawariyta atinku hinallataq allinnispa churayta. Huk asistente panel-mi editorpi ruwayta yanapan. Kaqllataq, ruwaqkunaqa visualizacionkunatawan ruwayta atinku, chaymantaq yachayninkunata yanapaqkunawan rakiyta atinku.

Riqsichiy

A' Design Award Fierru Premiu nisqamanta

Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun A' Design Award Fierru Premiu mishak kan, yupaychay, kayta ruray yachak shinallatak industriapak mañaykunata paktachik alli diseñukunaman kun. Fierru mishak kashkakunaka hatun ruray ushayta, hanak yachayta, yachak yuyayta shinallatak ruray kamachiyta rikuchinku. Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun sinchi yupaychashka, kuyashka shinallatak kuyashka ruray, ruranapak alli shinallatak mushuk yuyaypi kanata munanku. Kay Fierru Premiu japishka diseñuka industriapak ashtawan alli ruraykunata tantachin shinallatak yachaywan shinallatak ushaywan tantashka tekniku ushayta charin. Sinchi ruraymanta Seek AI Willakuykunapa Ñawpaq Ruwaynin: Data Yachaywasi Web Aplikasyun yupaychashka kan shinallatak kawsayta alliyachik ruraykunata kuypak ruray kan, pachata ashtawan alli kachun ruran.

Diseño Qhipanpi

Prensa Kit

Diseñadorpa quska créditos, llamk'aq runakunapas técnico willaykuna.

Sapaq Kayninkunamanta: 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.
Tupukuna & P'istuy: 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.
Etiquetakuna: Generative AI, enterprise application, data analytics
Ruway Tecnología: Seek AI utilizes large language models to generate queries.
Diseño Sasachakuy: 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.
T'aqwiy: 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.
Kallpachay: 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.
Llamk'ay Pacha: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Purichiy Puriy: 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.
Huñu Runakuna: Eric Wu
Siq'i Hayñikuna: Image credit: Eric Wu
Video credit: Eric Wu