{"@type":"StructuredNewsArticle","access":{"license":"neupai_standard","structured_data":"free","full_text_access":null,"full_text_available":false,"attribution_required":true},"content":{"claims":[{"id":"c1","type":"fact","as_of":"2026-03-24","figures":null,"as_of_raw":"on the 24th","statement":"The 'AX INFRA & OPS 2026' event was held on the 24th","comparison":null,"expiry_hint":null,"source_type":"company_disclosure","as_of_explicit":true},{"id":"c2","type":"estimate","as_of":"2026","figures":null,"as_of_raw":"in the future","statement":"There was a single cost increase when transitioning to DX, and another cost jump will occur when transitioning to AX","comparison":"previous_technology_transition","expiry_hint":"2027-12","source_type":"industry_estimate","as_of_explicit":false},{"id":"c3","type":"estimate","as_of":"2026","figures":{"unit":"명","value":200000000,"converted":null,"approximate":false},"as_of_raw":"when they start asking","statement":"If 200 million people start asking such questions, we cannot afford the token costs","comparison":null,"expiry_hint":"2027-12","source_type":"industry_estimate","as_of_explicit":false},{"id":"c4","type":"fact","as_of":"2026","figures":{"unit":"년","value":10,"converted":null,"approximate":true},"as_of_raw":"for the past 10 years","statement":"The cloud market has been developing for the past 10 years","comparison":null,"expiry_hint":null,"source_type":"industry_estimate","as_of_explicit":false}],"topics":["ai","cloud","infrastructure","corporate strategy","it operations"],"summary":"At the 'AX INFRA & OPS 2026' event hosted by CJ OliveNetworks, the issues of complicated infrastructure and cost management during AI transformation were addressed as key concerns. AWS emphasized that for AI to deliver business results in commerce and supply chain, infrastructure and business must be closely connected.","entities":[{"name":"CJ OliveNetworks","type":"company","metadata":{"parent":"corp:kr:cj-group","ticker":null},"canonical_id":"corp:kr:cj-olivenetworks","role_in_article":"primary_subject"},{"name":"AWS","type":"company","metadata":{"parent":"corp:us:amazon","ticker":"AMZN"},"canonical_id":"corp:us:amazon-web-services","role_in_article":"primary_subject"},{"name":"Kim Ki-soo","type":"person","metadata":{"parent":null},"canonical_id":"person:kr:kim-ki-su","role_in_article":"quoted"},{"name":"Woo Seung-do","type":"person","metadata":{"parent":null},"canonical_id":"person:kr:woo-seung-do","role_in_article":"quoted"},{"name":"Amazon","type":"company","metadata":{"parent":null,"ticker":"AMZN"},"canonical_id":"corp:us:amazon","role_in_article":"mentioned"}],"headline":"[On-site] Why AI Isn't Profitable... CJ OliveNetworks & AWS Point to 'Infrastructure Problems'","geography":["KR"]},"@context":"https://neupai.io/schema/v0.2","identity":{"ai_url":null,"author":"황정호 기자","language":"en","publisher":{"name":"테크42","type":"online","domain":"www.tech42.co.kr"},"article_id":"tech42_20260325_ai-infrastructure-problems","updated_at":null,"originality":"self_produced","article_type":"straight_news","published_at":"2026-03-25T23:26:14.000Z","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/"},"temporal":{"freshness":"archival","next_update_expected":null},"provenance":{"source_chain":["primary_reporting"],"related_articles":[],"original_source_url":null}}