Seek AI Aplicacion Web d'Analisi de Donadas per Eric Wu

Lo dissènh Seek AI Aplicacion Web d'Analisi de Donadas per Eric Wu es un laureat autfo estimfo del prestigfo 2025 A' Design Award de Fèrre dins la Categoria de Competfo Logicial.

FèrreLogicial· 2025

Seek AI Aplicacion Web d'Analisi de Donadas

per Eric Wu

Client : Seek AI

Laureat del A' Design Award de Fèrre dins la Categoria Logicial

15,121

Laureat de Prèmi Verificat

Verificar l'Estat del Prèmi per #165510

Visitar lo site Veire a A' Design Award Comunicat de premsa Insígnia del prèmi

Colors

Lo Concèpte

A prepaus de Seek AI Aplicacion Web d'Analisi de Donadas

Seek AI es una aplicacion web que permet als utilizaires professionals de pausar questions sus lors donadas en lengatge naturau. Seek AI convertís las questions en lengatge naturau en còde SQL en utilizant de grands modèls de lengatge e un cadre d'agent personalizat. La plataforma se connècta a d'entrepauses de donadas tals coma Snowflake, BigQuery e Redshift. Una interfàcia de chat es combinada amb un editor SQL extensible, çò que permet de revisar e d'afinar cada requèsta. Un panèl assistent ajuda lo trabalh dins l'editor. Los utilizaires pòdon tanben crear de visualizacions e partejar lors analisis amb los collaborators.

La Reconoissença

A prepaus del A' Design Award de Fèrre

Seek AI Aplicacion Web d'Analisi de Donadas a ganhat la distincion A' Design Award de Fèrre, una reconeissença prestigiosa acordada a de bons designs que respondon a las exigéncias professionalas e industrialas esperadas de creacions plan concebudas. Los ganhaires del Fèrre demòstran una granda abilitat, una nauta especializacion, una comprenedura d'expèrt e la capacitat creativa de lors creators. S'espèra que Seek AI Aplicacion Web d'Analisi de Donadas siá una creacion fòrça considerada, admirada e estimada, practica e innovanta. Aqueste design ganhaire de la distincion A' Design Award de Fèrre integra las melhoras practicas del sector e a de caracteristicas tecnicas competentas ligadas a un saber-far e a un talent. Per son rigor, Seek AI Aplicacion Web d'Analisi de Donadas merita lo respècte e es destinat a aportar de melhoraments a la qualitat de la vida que ajudan a far del mond un luòc melhor.

Darrièr lo concèpte

Kit de premsa

Crèdits, membres de l'equipa e detalhs tecnics fornits pel designer.

Proprietats Unicas: 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.
Dimensions e Embalatge: 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.
Etiquetas: Generative AI, enterprise application, data analytics
Tecnologia de Produccion: Seek AI utilizes large language models to generate queries.
Desaffo de Dissènh: 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.
Recèrca: 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.
Inspiracion: 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.
Durada del Projècte: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Flux Operacional: 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.
Membres de l'Equipa: Eric Wu
Crèdits d'Imatges: Image credit: Eric Wu
Video credit: Eric Wu