Seek AI Aplikasi Web Analitik Data oleh Eric Wu

Karya Seek AI Aplikasi Web Analitik Data oleh Eric Wu adalah pemenang yang sangat dihormati dari 2025 A' Design Award Besi yang sangat bergengsi dalam Kategori Kompetisi Desain Perangkat Lunak.

BesiPerangkat Lunak· 2025

Seek AI Aplikasi Web Analitik Data

oleh Eric Wu

Klien: Seek AI

Pemenang A' Design Award Besi dalam Kategori Perangkat Lunak

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Desain

Tentang Seek AI Aplikasi Web Analitik Data

Seek AI adalah aplikasi web yang memungkinkan pengguna bisnis mengajukan pertanyaan tentang data mereka dalam bahasa sehari-hari. Seek AI mengubah pertanyaan berbahasa alami menjadi kode SQL menggunakan model bahasa besar dan kerangka kerja agen khusus. Platform ini terhubung dengan gudang data seperti Snowflake, BigQuery, dan Redshift. Antarmuka obrolan dipadukan dengan editor SQL yang dapat diperluas, sehingga setiap kueri dapat ditinjau dan disempurnakan. Panel asisten mendukung pekerjaan di dalam editor. Pengguna juga dapat membuat visualisasi dan membagikan wawasan kepada rekan kolaborator.

Pengakuan

Tentang A' Design Award Besi

Seek AI Aplikasi Web Analitik Data adalah pemenang A' Design Award Besi, pengakuan yang bergengsi yang diberikan kepada desain yang baik yang memenuhi persyaratan profesional dan industri yang diharapkan dari kreasi yang dirancang dengan baik. Pemenang Besi menunjukkan keterampilan yang besar, spesialisasi yang tinggi, pemahaman ahli, dan kapasitas kreatif para penciptanya. Seek AI Aplikasi Web Analitik Data diharapkan menjadi kreasi yang sangat dihargai, dikagumi, dan dicintai yang praktis dan inovatif. Desain pemenang A' Design Award Besi ini mengintegrasikan praktik terbaik industri dan memiliki karakteristik teknis yang kompeten yang terkait dengan pengetahuan teknis dan bakat. Seek AI Aplikasi Web Analitik Data dihormati karena ketelitiannya dan dirancang untuk memberikan peningkatan kualitas hidup yang membantu menjadikan dunia tempat yang lebih baik.

Di Balik Desain

Kit Pers

Kredit, anggota tim, dan detail teknis yang disediakan oleh desainer.

Keunikan: 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.
Dimensi & Kemasan: 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.
Tag: Generative AI, enterprise application, data analytics
Teknologi Produksi: Seek AI utilizes large language models to generate queries.
Tantangan Desain: 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.
Riset: 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.
Inspirasi: 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.
Durasi Proyek: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Alur Operasi: 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.
Anggota Tim: Eric Wu
Kredit Gambar: Image credit: Eric Wu
Video credit: Eric Wu