{"@context":"https://neupai.io/schema/v0.2","@type":"StructuredNewsArticle","identity":{"article_id":"tech42_20260928_asia-industry-ai-human-challenge","canonical_url":"https://www.tech42.co.kr/%ec%95%84%ec%8b%9c%ec%95%84-%ec%82%b0%ec%97%85%ea%b3%84-ai-%ec%a0%84%ed%99%98-%ea%b8%b0%ec%88%a0%eb%b3%b4%eb%8b%a4-%ec%82%ac%eb%9e%8c%ec%9d%b4-%ea%b3%bc%ec%a0%9c%ed%95%9c/?utm_source=rss&utm_medium=rss&utm_campaign=%25ec%2595%2584%25ec%258b%259c%25ec%2595%2584-%25ec%2582%25b0%25ec%2597%2585%25ea%25b3%2584-ai-%25ec%25a0%2584%25ed%2599%2598-%25ea%25b8%25b0%25ec%2588%25a0%25eb%25b3%25b4%25eb%258b%25a4-%25ec%2582%25ac%25eb%259e%258c%25ec%259d%25b4-%25ea%25b3%25bc%25ec%25a0%259c%25ed%2595%259c","ai_url":null,"publisher":{"name":"테크42","domain":"www.tech42.co.kr","type":"online"},"author":"김광우","published_at":"2026-09-28T00:15:13.000Z","updated_at":null,"language":"en","article_type":"straight_news","originality":"self_produced"},"content":{"headline":"AI Transformation in Asia's Industrial Sector, 'People' Rather Than Technology Is the Challenge...59% of Korean Firms Say 'Systems Thinking Is Important'","summary":"According to a survey by Aveva Intelligence, more than half of Asian companies expect frontline workers to manage and oversee AI systems by 2028. Korean companies are focusing on using AI to preserve frontline expertise, with systems thinking capability emerging as a key challenge.","topics":["ai","industry","talent development","knowledge management"],"geography":["KR","AS","JP","AU"],"entities":[{"name":"Aveva Intelligence","canonical_id":"corp:us:octave-intelligence","type":"company","role_in_article":"primary_subject","metadata":{"ticker":null,"parent":null}},{"name":"Fabio Yada","canonical_id":"person:jp:fabio-yada","type":"person","role_in_article":"quoted","metadata":{"ticker":null,"parent":"corp:us:octave-intelligence"}}],"claims":[{"id":"c1","statement":"More than half of Asian companies expect frontline workers to manage and oversee AI-based systems across multiple teams or organizations by 2028","as_of":"2028","as_of_explicit":true,"as_of_raw":"by 2028","source_type":"industry_estimate","comparison":null,"type":"estimate","figures":{"value":50,"unit":"%","approximate":true,"converted":null},"expiry_hint":"2028-12","insight":null},{"id":"c2","statement":"The survey was conducted with more than 750 industrial technology decision-makers at companies with revenue of $1 billion or more","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":750,"unit":"명","approximate":true,"converted":null},"expiry_hint":null,"insight":null},{"id":"c3","statement":"38% of respondents in the Asian region selected 'systems thinking and operations management' as the key capability needed for the future industrial workforce","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":38,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c4","statement":"Communication between technical and non-technical staff followed at 34%, cybersecurity and data governance at 32%, and human-machine interaction at 25%","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":34,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c5","statement":"59% of domestic respondents chose systems thinking and operations management as the most important capability for the future workforce","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":59,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c6","statement":"38% of Japanese respondents selected failing to sufficiently upskill employees as the biggest AI-related risk their organizations will face over the next five years","as_of":"2031","as_of_explicit":true,"as_of_raw":"over the next five years","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":38,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c7","statement":"The survey found that 48% of Asian companies are already using AI-based knowledge collection and transfer tools to preserve expertise and make it available to the next generation of employees","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"already","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":48,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c8","statement":"Korean companies' adoption rate of AI-based knowledge collection and transfer tools stood at 54%, higher than the Asian average","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":"regional_average","type":"fact","figures":{"value":54,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c9","statement":"25% of respondents in the Asian region cited the possibility that AI errors could lead to safety incidents as a major workforce-related concern","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":25,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c10","statement":"28% of local respondents in Australia expressed concern that expanding AI use could weaken their status as experts or diminish existing skilled knowledge","as_of":"2026-09","as_of_explicit":false,"as_of_raw":"September 2026","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":28,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null}],"ai_emotional_context":{"valence":0.1,"arousal":0.3,"primary_emotions":[{"emotion":"calm","intensity":0.5}],"secondary_emotions":[{"emotion":"concerned","intensity":0.3}],"emotional_triggers":[{"claim_id":"c9","emotion":"concerned","reason":"safety_risk"}]},"image":{"url":"https://onjblseywainslkhvkav.supabase.co/storage/v1/object/public/article-images/7c482a67-d416-4718-9d00-f52a66e0a805.jpg","alt":"검은 배경에 흰색 소용돌이 모양 로고와 'OCTAVE' 텍스트가 표시된 브랜드 로고 이미지.","caption":"옥타브 인텔리전스(Octave Intelligence)가 전 세계 산업 기술 의사결정권자를 대상으로 진행한 조사에서 아시아 기업의 절반 이상은 오는 2028년까지 현장 근로자가 여러 팀이나 조직에 걸쳐 AI 기반 시스템을 관리·감독하게 될 것으로 내다봤다.","source":"first_img","alt_status":"auto"}},"provenance":{"source_chain":["primary_reporting","octave-intelligence-survey"],"original_source_url":null,"related_articles":[]},"temporal":{"freshness":"breaking","next_update_expected":null},"access":{"license":"neupai_standard","attribution_required":true,"structured_data":"free","full_text_available":false,"full_text_access":null}}