{"@context":"https://neupai.io/schema/v0.2","@type":"StructuredNewsArticle","identity":{"article_id":"tech42_20260325_ai-infrastructure-problems","canonical_url":"https://www.tech42.co.kr/%ed%98%84%ec%9e%a5-ai%eb%8a%94-%ec%99%9c-%eb%8f%88%ec%9d%b4-%ec%95%88-%eb%90%a0%ea%b9%8c-cj%ec%98%ac%eb%a6%ac%eb%b8%8c%eb%84%a4%ed%8a%b8%ec%9b%8d%ec%8a%a4%c2%b7aws%ea%b0%80-%ec%a7%9a/","ai_url":null,"publisher":{"name":"테크42","domain":"www.tech42.co.kr","type":"online"},"author":"황정호 기자","published_at":"2026-03-25T23:26:14.000Z","updated_at":null,"language":"ko","article_type":"straight_news","originality":"self_produced"},"content":{"headline":"[현장] AI는 왜 돈이 안 될까… CJ올리브네트웍스·AWS가 짚은 '인프라의 문제'","summary":"CJ올리브네트웍스가 개최한 'AX INFRA & OPS 2026' 행사에서 AI 전환 시 복잡해진 인프라와 비용 관리의 문제점이 핵심 이슈로 다뤄졌다. AWS는 커머스와 공급망에서 AI가 비즈니스 성과를 내려면 인프라와 비즈니스가 긴밀히 연결되어야 한다고 강조했다.","topics":["AI","클라우드","인프라","기업전략","IT운영"],"geography":["KR"],"entities":[{"name":"CJ올리브네트웍스","canonical_id":"corp:kr:cj-olivenetworks","type":"company","role_in_article":"primary_subject","metadata":{"ticker":null,"parent":"corp:kr:cj-group"}},{"name":"AWS","canonical_id":"corp:us:amazon-web-services","type":"company","role_in_article":"primary_subject","metadata":{"ticker":"AMZN","parent":"corp:us:amazon"}},{"name":"김기수","canonical_id":"person:kr:kim-ki-su","type":"person","role_in_article":"quoted","metadata":{"parent":null}},{"name":"우승도","canonical_id":"person:kr:woo-seung-do","type":"person","role_in_article":"quoted","metadata":{"parent":null}},{"name":"아마존","canonical_id":"corp:us:amazon","type":"company","role_in_article":"mentioned","metadata":{"ticker":"AMZN","parent":null}}],"claims":[{"id":"c1","statement":"지난 24일 'AX INFRA & OPS 2026' 행사가 개최됐다","as_of":"2026-03-24","as_of_explicit":true,"as_of_raw":"지난 24일","source_type":"company_disclosure","comparison":null,"type":"fact","figures":null,"expiry_hint":null},{"id":"c2","statement":"DX로 전환할 때 한 번의 비용 상승이 있었고 AX로 전환하게 되면 또 한 번의 비용 점프가 발생한다","as_of":"2026","as_of_explicit":false,"as_of_raw":"앞으로","source_type":"industry_estimate","comparison":"previous_technology_transition","type":"estimate","figures":null,"expiry_hint":"2027-12"},{"id":"c3","statement":"2억명이 이런 질문을 하기 시작하면 토큰 비용을 감당할 수가 없다","as_of":"2026","as_of_explicit":false,"as_of_raw":"하기 시작하면","source_type":"industry_estimate","comparison":null,"type":"estimate","figures":{"value":200000000,"unit":"명","approximate":false,"converted":null},"expiry_hint":"2027-12"},{"id":"c4","statement":"클라우드 시장이 지난 10여 년 동안 발전해왔다","as_of":"2026","as_of_explicit":false,"as_of_raw":"지난 10여 년 동안","source_type":"industry_estimate","comparison":null,"type":"fact","figures":{"value":10,"unit":"년","approximate":true,"converted":null},"expiry_hint":null}]},"provenance":{"source_chain":["primary_reporting"],"original_source_url":null,"related_articles":[]},"temporal":{"freshness":"archival","next_update_expected":null},"access":{"license":"neupai_standard","attribution_required":true,"structured_data":"free","full_text_available":false,"full_text_access":null}}