Seek AI Fungsi Primary: Aplikasi Web Analitik Data naébbu Eric Wu

Seek AI Fungsi Primary: Aplikasi Web Analitik Data naébbu Eric Wu iyanaritu pammènangngé iya temmaka riéloinna ri 2025 A' Design Award Bessi ri Katégori Kompétisi Desain Perangkat Lunak.

BessiPerangkat Lunak· 2025

Seek AI Fungsi Primary: Aplikasi Web Analitik Data

ᨑᨗ Eric Wu

ᨀᨒᨗᨕᨙ: Seek AI

Pammènangngé A' Design Award Bessi ri Katégori Perangkat Lunak

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Pammènangngé Anugérah Naparessoi

Paressoi Status Anugérah untu #165510

ᨒᨕᨚ ᨑᨗ ᨔᨗᨈᨘ ᨈᨗᨈ ᨑᨗ A' Design Award ᨔᨗᨕᨑ ᨄᨙᨑᨙ ᨅᨙᨍᨗ ᨄᨂᨑᨁ

ᨓᨑᨊ

ᨉᨙᨔᨕᨗᨊᨙ

ᨄᨙᨑᨗᨖᨒ Seek AI Fungsi Primary: Aplikasi Web Analitik Data

Teks Buku: Seek AI iyanaritu séddi aplikasi web iya wérékéngngi para pengguna bisnis untu mattanek passalenna data-na mennang ri laleng basa biasa. Seek AI mengkonversi pertanyaan basa alami mancaji kode SQL nasabbing pakéi model basa lompo (large language models) sibawa rangka agén khusus. Platform-éwé mappasisambung lao ri gudang data pada-pada Snowflake, BigQuery, sibawa Redshift. Antarmuka chat ripasisséwoi sibawa éditor SQL iya weddingngé ripaloang, nasaba iyaro tunra maega weddingngi riparessa sibawa ripasitinajai. Séddi panél asistang tumaningngi jama-jamang ri laleng éditor-éwé. Para pengguna mulléto mébbu visualisasi sibawa massibagi pappéjeppui lao ri sibawa-sibawa jama-jamang.

ᨄᨂᨑᨁᨙ

ᨄᨙᨑᨗᨖᨒ A' Design Award Bessi

Seek AI Fungsi Primary: Aplikasi Web Analitik Data iyanaritu pakoro A' Design Award Bessi, pakalebbi iya malebbi iya ripabbere ri desain makessing iya mappabbura persyaratan profesional sibawa industri iya ripakkirangngi pole ri ciptaan iya makessing ripikkiri. Pakoro Bessi mappakita keterampilan malompo, spesialisasi dalleng, pemahaman ahli sibawa kapasitas kreatif tau mabbuat. Seek AI Fungsi Primary: Aplikasi Web Analitik Data ripakkirangngi mancaji ciptaan iya ripakalebbi, ripuji sibawa rirennu iya praktis sibawa inovatif. Desain pakoro A' Design Award Bessi iyae mappasilaong praktik tepat industri sibawa napaitai karakteristik teknis iya kompeten iya sipulung sibawa pengetahuan sibawa bakat. Nasaba ketelitiannna, Seek AI Fungsi Primary: Aplikasi Web Analitik Data mappoleang pakalebbi sibawa ripikkiri mappabbere perbaikan kualitas laleng iya ritulung mappadeceng lino mancaji tempe makessing.

ᨑᨗ ᨆᨘᨋᨗᨊᨙ ᨉᨙᨔᨕᨗ

ᨀᨗ ᨄᨙᨑᨙ

ᨀᨑᨙᨉᨗ, ᨕᨂᨚᨈ ᨈᨗᨆ ᨔᨗᨅᨓ ᨑᨗᨏᨗ ᨈᨙᨀᨊᨗ ᨊᨄᨓᨙᨑᨙ ᨑᨗ ᨉᨙᨔᨕᨗᨊᨑᨙ.

Sipa Khas: 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.
Ukurang & Kemasang: 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
Téknologi Produksi: Seek AI utilizes large language models to generate queries.
Tantangeng Désain: 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.
Panélitiang: 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.
Wettu Proyék: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Alur Opérasi: 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
Krédit Gambar: Image credit: Eric Wu
Video credit: Eric Wu