Minimal resources, maximum performance.
Less cost, zero waste—performance at its peak.
AI-powered automatic subtitle generation & translation
AI analyzes video and audio to automatically generate subtitles and translate them into multiple languages. It understands full context even from low-quality footage, with speaker diarization and domain-specific terminology recognition.
AI-powered intelligent investment assistant
Every morning, AI automatically analyzes global market trends and 50,000+ news articles to recommend domestic stocks with high upside potential. Automated theme classification and per-stock AI reports support data-driven investing.


Deliver the same functionality at 1/4 the infrastructure cost
Minimize regional expansion with lean resources and flexible architecture
Hybrid architecture not dependent on any single AI model
Rapidly validate and deploy emerging technologies in production
Actively embrace new technology to elevate service quality
Efficient dev stacks and optimized processes
2010–2015
SHAKE series development, 12M+ cumulative downloads / SM, YG, JYP partnerships / Japan & Thailand expansion
2016–2018
CJ ENM development contract / Mnet Smart platform launch
2019–2022
TVING recommendation, search, chat & ad systems, Smart TV app
2022–2025
Melon Smart TV app / CGN OTT Fondant development
2025–2026
Wavve ad system development / Subsy & Selectt AI service launch