GlimNavi is an AI-powered digital comic (webtoon) creation platform that replaces one-shot generation with a modular, feedback-driven pipeline from sketch, line art, coloring, and effects, preserving full artistic control. Each stage is style-consistent, powered by a proprietary segmentation engine and CLIP-based visual similarity matching to maintain the creator’s unique style across frames. Outputs are delivered as layered PSDs for seamless post-production. In South Korea, over 40% of professional webtoon artists suffer from overlapping chronic health issues from 10+ hour workdays, causing industry-wide crisis. GlimNavi tackles this by automating repetitive, time-consuming tasks while ensuring AI transparency and preserving authorship. Already in beta with six partnerships, including major webtoon platforms and four universities, integrating into curricula for 82+ new creators annually. By combining modular flexibility, transparent AI collaboration, and human-centered design, GlimNavi reduces overwork without compromising quality, enabling sustainable careers and driving scalable growth in global commercial and educational markets.