Ultra-Precise Anomaly Detection and Autonomous Manufacturing Platform Based on VLM

The Disability Enterprise Comprehensive Support Center announced on June 26 that Hypernology, which developed an artificial intelligence (AI)-based manufacturing platform, won the grand prize at the 2026 Disabled Entrepreneurs Idea Competition.

Commemorative photo of the winners of the 2026 Disabled Entrepreneurs Competition. From left: Seohyun Choi, prospective entrepreneur; Maru Park, Chairman of the Disabled Enterprise Support Center; Namhee Lee, CEO of Hypernology; Heepung Hwang, CEO of EverySolution. Photo by Jong Jae

Commemorative photo of the winners of the 2026 Disabled Entrepreneurs Competition. From left: Seohyun Choi, prospective entrepreneur; Maru Park, Chairman of the Disabled Enterprise Support Center; Namhee Lee, CEO of Hypernology; Heepung Hwang, CEO of EverySolution. Photo by Jong Jae

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This year's competition saw 130 participants, double the number from last year. A total of 11 individuals received awards, including three recipients of the Grand Prize and Excellence Awards, which are presented by the Minister of SMEs and Startups.


The Grand Prize was awarded to Namhee Lee, CEO of Hypernology, who proposed a "visual language model (VLM)-based ultra-precise anomaly detection and autonomous manufacturing platform." Lee developed technology that can detect defects immediately upon recognizing the target, without the need for prolonged training on thousands of data samples, unlike conventional AI inspection equipment.


For the first time, a final round system was introduced this year to enhance professionalism and differentiation. The top three finalists, who passed the document screening and main presentation review, participated in presentations and Q&A sessions. Planning ability, execution capability, and growth potential were comprehensively evaluated to select the Grand Prize and Excellence Award winners. The final round process will be made into a video and released to the public.


The Excellence Award was given to two teams. Prospective entrepreneur Seohyun Choi introduced a "mobility platform for the visually impaired," which guides users with voice instructions about their surroundings, including Braille blocks and level differences, by reducing smartphone location errors to within one meter. Heepung Hwang, CEO of EverySolution, received high praise for a "lithium battery safety collection box" that can flood its interior within 0.5 seconds in the event of a fire, thereby stopping thermal runaway in lithium batteries.


The Grand Prize winner receives the Minister of SMEs and Startups Award and a cash prize of 10 million won, as well as commercialization support worth a total of 193 million won, including a store lease deposit of up to 130 million won, prototype production, and support for export and sales channels.



Maru Park, Chairman of the Disability Enterprise Comprehensive Support Center, stated, "This competition has demonstrated that AI technology can provide new opportunities for entrepreneurs with disabilities," adding, "We will strengthen commercialization support so that the outstanding technologies discovered can be utilized in industrial settings and help create a safer society."


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