When a service ties together live streaming, VOD, and AI analysis, the architecture and operations behind it have to be ready from the very start. - Jungeop Jang, Technical Director, OTT platform, Hogak [ 💡 Key Takeaways ] 1. Cut DB CPU usage to ~16% — laying a stable operational foundation for a media service that runs live streaming and VOD in parallel. 2. Resolved 5xx errors and NLB target group issues, from root-cause analysis to structural fixes — shifting from reacti

SmileShark was an infrastructure partner that helped us focus entirely on our service. - Lee Ju-sung, Lead, itgreen Product Team [ 💡 Key Takeaways ] 1. 70% reduction in infrastructure design resources → Maximized development productivity 2. Transition to ECS (Fargate) minimizes operational burden and ensures scalability 3. Improved service reliability through standardized security and architecture itgreen. Co.,Ltd. Company Name: itgreen. Co., Ltd. Flagship Service: Retur

[ 💡Key Highlights ] 1. Built an AWS-based AI proof of concept (PoC) environment in collaboration with SmileShark 2. Validated a prototype that automatically identifies mosquito larvae–prone environments using a VLM and RAG approach 3. Significantly reduced model comparison and testing time using Amazon Bedrock and Amazon SageMaker 4. Confirmed the potential to automate compliance checks against pest control guidelines using a knowledge-based approach Clobot Co., Ltd. 회

Learn how MK AX replaced manual podcast production with an automated AI workflow. AI Automation finally allowed us to focus on the work that truly requires human judgment. - Yoo Young-hoon Head of AI TF, MK AX [ 💡 Key Results ] 1. 90% reduction in production workload 2. 2-3 day workflow automated for daily publishing 3. 7 AM daily AI podcast publishing achieved About MK AX Company Mk AX Co.,Ltd Business News・Internet financial information services Founded October 1999

AI doesn't replace editors — it makes them more efficient. - Seong-ah Jeon, Manager at Mblock Company [ 💡 Summary ] 1. Mblock Company cut newsletter editing time by 81% - reducing a 3.5-hour workflow to just 40 minutes through full AI-driven automation. 2. Google Spreadsheet-based intuitive automation - by integrating the Naver News API, Google APIs, and the Amazon Bedrock, the system automatically collects, analyzes, and ranks about 100 news articles each day, adding tw

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