Building the NIA Medical Knowledge Q&A Dataset
Client NIA is, A public institution under the Ministry of Science and ICT, leads the planning and execution of national AI data projects, playing a pivotal role in building a high-quality AI training data ecosystem. Project Overview To promote the spread of the AI data ecosystem, NIA launched the “Ultra-Large AI Expansion Ecosystem Project,” a […]
Crowdworks’ ATxSG 2025 on-site report from Singapore
We attended ATxSG 2025, Asia’s largest ICT exhibition! From May 27 to 29, the Singapore Expo hosted the Asia Tech x Singapore (ATxSG) event, bringing together more than 22,000 visitors and organizations from over 50 countries. The exhibition served as a global stage where leaders across industries gathered to exchange insights and showcase the latest […]
Building a ‘Text to SQL’ fine-tuning dataset for ‘AI that makes it easy for marketers to write SQL’
Customer K is, A leading domestic credit card company that offers credit cards, debit cards, and a wide range of financial services. Through diverse partnerships and digital payment platforms, K provides personalized financial services tailored to customers’ daily lives. Project Overview K frequently leverages its internal databases for marketing purposes such as increasing card usage […]
Building AI Training Data that Matches Complex Infographics with Text
Client A is, One of Korea’s leading telecommunications companies, driving business innovation based on ICT convergence technologies such as AI, big data, and cloud. Recently, the company has been introducing AI company-wide to enhance operational efficiency. Project Overview To further improve efficiency, Client A wanted its AI systems to better understand, summarize, and analyze internal […]
Crowdworks AI & SK Shieldus Develop ‘AI Assistant’ Specialized for Customer Care
On the 26th, AI tech company, Crowdworks AI, announced its collaboration with SK Shieldus to develop the ‘AI Assistant,’ A real-time AI-powered solution for customer support script generation. This service is the first in the industry specifically designed to optimize customer care in sales departments rather than in customer call centers. The ‘AI Assistant’ leverages […]
New Technology Trend 2025: Agentic AI
Gartner has highlighted ‘Agentic AI’ as one of the top strategic technology trends for 2025, marking a significant shift away from conventional AI systems. While conventional AI excels at specific, set tasks, it often struggles with autonomous decision-making, contextual understanding, and adapting to dynamic business environments. Agentic AI overcomes these limitations by incorporating advanced capabilities […]
Ensuring AI Reliability: The Importance of LLM Evaluation and Red Teaming
On June 18, Crowdworks’ third AI Conference was held at Conrad Hotel in Yeouido, Seoul. Starting with an opening speech by Crowdworks CEO Wooseung Kim, he shared data strategy insights on how companies can successfully utilize AI. More than 200 enterprise customers participated in the conference, showing the strong interest in LLM. The following is a brief reconstruction of the presentation by Jinwoo Lee of Crowdworks’ Enterprise NLP team, “LLM Service Reliability Verification Evaluation,” with video clips from the conference.
Unlocking the Power of LLMs: How RAG Leads the Way
The rapid advancements in general LLMs, driven by the increase in Data x Parameters, and reinforcement learning with Human Feedback, are notable. However, many enterprises face difficulties in adopting LLMs tailored to their specific industry and unique needs. These challenges primarily arise from three key issues inherent in LLMs: Consequently, many enterprises are adopting Domain-Specific […]
What are the current challenges and progress of Autonomous Driving?
In recent years, advancements in autonomous driving technology have generated significant excitement, emerging as a new frontier for OEMs with substantial investments. Despite high public expectations, the market has probably yet to reach what could truly be considered ‘autonomous driving’. Autonomous driving technology is generally categorized into levels 1 through 5, with levels 4 and […]
Crowd Academy selected for Lifelong Education Voucher program, “Expanding AI education.”
Crowdworks AI (CEO Kim Woosung) announced that its online education platform, ‘Crowd Academy,’ has been selected as a Lifelong Education Voucher provider. The Lifelong Education Voucher is an educational program overseen by the Ministry of Education and the National Institute for Lifelong Education, providing up to $254 per person to cover tuition or course material […]
You must be logged in to post a comment.