{"id":13322,"date":"2024-11-16T21:44:39","date_gmt":"2024-11-17T02:44:39","guid":{"rendered":"http:\/\/skimai.com\/?p=13322"},"modified":"2025-02-17T21:25:31","modified_gmt":"2025-02-18T02:25:31","slug":"%e3%81%99%e3%81%b9%e3%81%a6%e3%81%ae%e4%bc%81%e6%a5%ad%e3%81%8cai%e3%82%92%e6%8b%a1%e5%bc%b5%e3%81%99%e3%82%8b%e5%89%8d%e3%81%ab%e8%a1%8c%e3%82%8f%e3%81%aa%e3%81%91%e3%82%8c%e3%81%b0%e3%81%aa%e3%82%89","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/","title":{"rendered":"\u3059\u3079\u3066\u306e\u4f01\u696d\u304cAI\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u884c\u3046\u3079\u304d10\u306e\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u5224\u65ad"},"content":{"rendered":"<p>\u306e\u98a8\u666f <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/2024%e5%b9%b4%e3%81%ab%e7%9f%a5%e3%81%a3%e3%81%a6%e3%81%8a%e3%81%8f%e3%81%b9%e3%81%8d%e3%82%a8%e3%83%b3%e3%82%bf%e3%83%bc%e3%83%97%e3%83%a9%e3%82%a4%e3%82%baai%e3%81%ae10%e3%81%ae%e7%b5%b1%e8%a8%88\/\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI<\/a> \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u304a\u308a\u3001\u6700\u8fd1\u306e\u52d5\u5411\u306fAI\u30a4\u30f3\u30d5\u30e9\u3092\u52b9\u679c\u7684\u306b\u62e1\u5f35\u3059\u308b\u8907\u96d1\u3055\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u308b\u3002\u4f01\u696d\u304cAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c0e\u5165\u3092\u6025\u3050\u4e2d\u3001\u5c0e\u5165\u521d\u671f\u306b\u884c\u3046\u30a4\u30f3\u30d5\u30e9\u306e\u6c7a\u5b9a\u306f\u3001\u6210\u529f\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306b\u9577\u671f\u7684\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002OpenAI\u306e\u6700\u8fd1\u306e\u30a4\u30f3\u30d5\u30e9\u8ab2\u984c\u304a\u3088\u3073\u5e83\u7bc4\u306a\u696d\u754c\u306e\u7d4c\u9a13\u304b\u3089\u3001AI\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u3059\u3079\u3066\u306e\u7d44\u7e54\u304c\u614e\u91cd\u306b\u691c\u8a0e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304410\u306e\u91cd\u8981\u306a\u6c7a\u5b9a\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#1_Cloud_vs_Hybrid_Architecture\" >1.\u30af\u30e9\u30a6\u30c9\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e\u6bd4\u8f03<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#2_Computing_Power_Requirements\" >2.\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d1\u30ef\u30fc\u8981\u4ef6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#3_Vendor_Diversification_Strategy\" >3.\u30d9\u30f3\u30c0\u30fc\u306e\u591a\u69d8\u5316\u6226\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#4_Cost_Optimization_Approaches\" >4.\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#5_Infrastructure_Scalability_Planning\" >5.\u30a4\u30f3\u30d5\u30e9\u62e1\u5f35\u8a08\u753b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#6_Energy_Consumption_Considerations\" >6.\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306b\u95a2\u3059\u308b\u8003\u5bdf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#7_Hardware_Procurement_Strategies\" >7.\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8abf\u9054\u6226\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#8_Risk_Mitigation_Tactics\" >8.\u30ea\u30b9\u30af\u8efd\u6e1b\u306e\u305f\u3081\u306e\u6226\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#9_Performance_Monitoring_Systems\" >9.\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u30b7\u30b9\u30c6\u30e0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#10_Future-Proofing_Investments\" >10.\u5c06\u6765\u3092\u898b\u636e\u3048\u305f\u6295\u8cc7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ja\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#The_Bottom_Line\" >\u7d50\u8ad6<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Cloud_vs_Hybrid_Architecture\"><\/span>1.\u30af\u30e9\u30a6\u30c9\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e\u6bd4\u8f03<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u4f01\u696d\u306eAI\u6226\u7565\u306e\u57fa\u76e4\u306f\u3001\u7d14\u7c8b\u306a\u30af\u30e9\u30a6\u30c9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30fb\u30a4\u30f3\u30d5\u30e9\u3068\u3044\u3046\u57fa\u672c\u7684\u306a\u9078\u629e\u304b\u3089\u59cb\u307e\u308b\u3002\u3053\u306e\u6c7a\u5b9a\u306f\u3001\u6280\u8853\u7684\u306a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u7d44\u7e54\u306eAI\u306e\u65c5\u5168\u4f53\u306e\u8ecc\u8de1\u3092\u5f62\u4f5c\u308b\u3002<\/p>\n\n\n<p>OpenAI\u306e\u6226\u7565\u7684\u63d0\u643a\u3092\u542b\u3080\u6700\u8fd1\u306e\u52d5\u304d <a rel=\"noopener noreferrer\" href=\"https:\/\/www.theinformation.com\/articles\/openai-eases-away-from-microsoft-data-centers\">\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u30a4\u30f3\u30d5\u30e9\u3092\u8d85\u3048\u308b\u30b7\u30d5\u30c8<\/a>\u306a\u305c\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u67d4\u8edf\u6027\u304c\u91cd\u8981\u306a\u306e\u304b\uff1f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u6700\u9ad8\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u6a5f\u5bc6\u696d\u52d9\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u4e3b\u6a29\u7ba1\u7406<\/p><\/li><li><p>\u4f5c\u696d\u8ca0\u8377\u5206\u6563\u306b\u3088\u308b\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/p><\/li><li><p>\u30d9\u30f3\u30c0\u30fc\u30ed\u30c3\u30af\u30a4\u30f3\u30ea\u30b9\u30af\u306e\u4f4e\u6e1b<\/p><\/li><li><p>\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u56de\u5fa9\u529b\u5f37\u5316<\/p><\/li>\n<\/ul>\n\n\n<p>\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3084\u305d\u306e\u4ed6\u306e\u8a08\u7b97\u8ca0\u8377\u306e\u9ad8\u3044AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u30af\u30e9\u30a6\u30c9\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u5236\u5fa1\u306e\u4e21\u65b9\u3092\u6d3b\u7528\u3059\u308b\u80fd\u529b\u306f\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u67d4\u8edf\u6027\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u6e96\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u7279\u5b9a\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u30a4\u30f3\u30d5\u30e9\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Computing_Power_Requirements\"><\/span>2.\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d1\u30ef\u30fc\u8981\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u4f01\u696d\u306eAI\u5c0e\u5165\u306b\u304a\u3044\u3066\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30cb\u30fc\u30ba\u3092\u7406\u89e3\u3057\u3001\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u306f\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3042\u308b\u3002AI\u30e2\u30c7\u30eb\u306e\u6025\u901f\u306a\u9032\u5316\u306f\u3001\u4eca\u65e5\u306e\u5341\u5206\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d1\u30ef\u30fc\u304c\u660e\u65e5\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002<\/p>\n\n\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u8981\u4ef6\u306b\u95a2\u3059\u308b\u4e3b\u306a\u691c\u8a0e\u4e8b\u9805\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u5fc5\u8981\u6027<\/p><\/li><li><p>\u63a8\u8ad6\u4f5c\u696d\u8ca0\u8377\u306e\u30d1\u30bf\u30fc\u30f3<\/p><\/li><li><p>\u30d4\u30fc\u30af\u4f7f\u7528\u91cf\u7ba1\u7406<\/p><\/li><li><p>\u6210\u9577\u4e88\u6e2c\u7cbe\u5ea6<\/p><\/li>\n<\/ul>\n\n\n<p>\u7d44\u7e54\u306f\u3001\u73fe\u5728\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5c06\u6765\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30cb\u30fc\u30ba\u306e\u4e21\u65b9\u3092\u8003\u616e\u3057\u305f\u5305\u62ec\u7684\u306a\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u958b\u767a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u3053\u308c\u306b\u306f\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8981\u4ef6\u3092\u7406\u89e3\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306b\u57fa\u3065\u3044\u3066\u660e\u78ba\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30fb\u30c8\u30ea\u30ac\u30fc\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Vendor_Diversification_Strategy\"><\/span>3.\u30d9\u30f3\u30c0\u30fc\u306e\u591a\u69d8\u5316\u6226\u7565<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>OpenAI\u304c\u6700\u8fd1\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u30a4\u30f3\u30d5\u30e9\u3092\u8d8a\u3048\u3066\u591a\u69d8\u5316\u3092\u9032\u3081\u3066\u3044\u308b\u3053\u3068\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u6559\u8a13\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002\u601d\u616e\u6df1\u3044\u30de\u30eb\u30c1\u30d9\u30f3\u30c0\u30fc\u6226\u7565\u306b\u3088\u3063\u3066\u3001\u4f01\u696d\u306f\u6b21\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u4ea4\u6e09\u529b\u3092\u7dad\u6301\u3059\u308b<\/p><\/li><li><p>\u30b5\u30fc\u30d3\u30b9\u7d99\u7d9a\u6027\u306e\u78ba\u4fdd<\/p><\/li><li><p>\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5404\u793e\u306e\u30af\u30e9\u30b9\u6700\u9ad8\u306e\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9<\/p><\/li><li><p>\u7af6\u4e89\u306b\u3088\u308b\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/p><\/li>\n<\/ul>\n\n\n<p>\u3057\u304b\u3057\u3001\u591a\u69d8\u5316\u306f\u3001\u7ba1\u7406\u3084\u7d71\u5408\u306b\u304a\u3051\u308b\u8907\u96d1\u3055\u306e\u5897\u5927\u3068\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u6210\u529f\u306e\u9375\u306f\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u3068\u5f37\u56fa\u306a\u7d71\u5408\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u696d\u52d9\u52b9\u7387\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u9069\u5207\u306a\u30d9\u30f3\u30c0\u30fc\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306b\u3042\u308b\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/10\/ca796ab1-f37a-4b97-83fa-d89080bac89d.png\">\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Cost_Optimization_Approaches\"><\/span>4.\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u306e\u904b\u7528\u898f\u6a21\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306f\u307e\u3059\u307e\u3059\u8907\u96d1\u306b\u306a\u308b\u3002OpenAI\u304c2026\u5e74\u307e\u3067\u306b$140\u5104\u306e\u30a4\u30f3\u30d5\u30e9\u6295\u8cc7\u3092\u4e88\u6e2c\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u3001AI\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u304c\u3044\u304b\u306b\u6025\u901f\u306b\u81a8\u308c\u4e0a\u304c\u308b\u304b\u3092\u7aef\u7684\u306b\u793a\u3057\u3066\u3044\u308b\u3002\u4f01\u696d\u306f\u5f53\u521d\u304b\u3089\u5305\u62ec\u7684\u306a\u30b3\u30b9\u30c8\u6700\u9069\u5316\u6226\u7565\u3092\u78ba\u7acb\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n\n\n<p>AI\u30a4\u30f3\u30d5\u30e9\u306b\u304a\u3051\u308b\u52b9\u679c\u7684\u306a\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306b\u306f<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u4e8b\u696d\u90e8\u9580\u306b\u308f\u305f\u308b\u660e\u78ba\u306a\u30b3\u30b9\u30c8\u5e30\u5c5e\u30e2\u30c7\u30eb<\/p><\/li><li><p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5229\u7528\u72b6\u6cc1\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30a2\u30e9\u30fc\u30c8<\/p><\/li><li><p>\u81ea\u52d5\u5316\u3055\u308c\u305f\u30ea\u30bd\u30fc\u30b9\u30fb\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30fb\u30dd\u30ea\u30b7\u30fc<\/p><\/li><li><p>\u5b9a\u671f\u7684\u306a\u52b9\u7387\u6027\u76e3\u67fb<\/p><\/li>\n<\/ul>\n\n\n<p>\u7d44\u7e54\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3084\u5c06\u6765\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u72a0\u7272\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306b\u5bfe\u3057\u3066\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u5c0e\u5165\u3059\u3079\u304d\u3067\u3042\u308b\u3002\u3053\u308c\u306b\u306f\u3001\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u3067\u306a\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u30b9\u30dd\u30c3\u30c8\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u5229\u7528\u3057\u305f\u308a\u3001\u958b\u767a\u74b0\u5883\u306b\u81ea\u52d5\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u30fb\u30dd\u30ea\u30b7\u30fc\u3092\u5c0e\u5165\u3057\u305f\u308a\u3001\u30e2\u30c7\u30eb\u306e\u52b9\u7387\u3092\u7d99\u7d9a\u7684\u306b\u6700\u9069\u5316\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Infrastructure_Scalability_Planning\"><\/span>5.\u30a4\u30f3\u30d5\u30e9\u62e1\u5f35\u8a08\u753b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u30a4\u30f3\u30d5\u30e9\u3092\u52b9\u7387\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u4f01\u696d\u306eAI\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306e\u6210\u5426\u3092\u5de6\u53f3\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fb\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306f\u3001\u6210\u9577\u306e\u6280\u8853\u7684\u5074\u9762\u3068\u904b\u7528\u7684\u5074\u9762\u306e\u4e21\u65b9\u306b\u5bfe\u51e6\u3057\u3001\u9700\u8981\u306e\u5897\u52a0\u306b\u5fdc\u3058\u3066\u30a4\u30f3\u30d5\u30e9\u304c\u5186\u6ed1\u306b\u62e1\u5f35\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n<p>\u52b9\u679c\u7684\u306a\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fb\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u4e3b\u306a\u8981\u7d20\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u30c8\u30ea\u30ac\u30fc\u3068\u3057\u304d\u3044\u5024\u306e\u7279\u5b9a<\/p><\/li><li><p>\u6700\u9069\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30d1\u30bf\u30fc\u30f3\u306e\u6c7a\u5b9a\uff08\u5782\u76f4\u5bfe\u6c34\u5e73\uff09<\/p><\/li><li><p>\u5730\u7406\u7684\u5206\u5e03\u306e\u8a08\u753b<\/p><\/li><li><p>\u660e\u78ba\u306a\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30fb\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u78ba\u7acb<\/p><\/li>\n<\/ul>\n\n\n<p>\u6700\u8fd1\u306e\u696d\u754c\u306e\u7d4c\u9a13\u304b\u3089\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u6210\u529f\u306f\u3001\u6280\u8853\u7684\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u660e\u78ba\u306a\u30d7\u30ed\u30bb\u30b9\u3068\u610f\u601d\u6c7a\u5b9a\u306e\u67a0\u7d44\u307f\u3092\u6301\u3064\u3053\u3068\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5b9f\u8a3c\u3055\u308c\u3066\u3044\u308b\u3002\u7d44\u7e54\u306f\u3001\u6280\u8853\u7684\u8981\u4ef6\u3068\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306e\u4e21\u65b9\u306b\u6cbf\u3063\u305f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fb\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u7b56\u5b9a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Energy_Consumption_Considerations\"><\/span>6.\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306b\u95a2\u3059\u308b\u8003\u5bdf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u307e\u3059\u307e\u3059\u8907\u96d1\u306b\u306a\u308b\u306b\u3064\u308c\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306f\u4f01\u696d\u306eAI\u30a4\u30f3\u30d5\u30e9\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u691c\u8a0e\u4e8b\u9805\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u3066\u304d\u305f\u3002\u3053\u308c\u306f\u3001\u5358\u7d14\u306a\u30b3\u30b9\u30c8\u7684\u306a\u610f\u5473\u5408\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u74b0\u5883\u3078\u306e\u5f71\u97ff\u3084\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u76ee\u6a19\u306b\u3082\u53ca\u3093\u3067\u3044\u308b\u3002<\/p>\n\n\n<p>\u7d44\u7e54\u306f\u8003\u616e\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u96fb\u529b\u4f7f\u7528\u52b9\u7387\uff08PUE\uff09\u30e1\u30c8\u30ea\u30af\u30b9<\/p><\/li><li><p>\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u8981\u4ef6<\/p><\/li><li><p>\u30ab\u30fc\u30dc\u30f3\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3078\u306e\u5f71\u97ff<\/p><\/li><li><p>\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u9078\u629e\u80a2<\/p><\/li>\n<\/ul>\n\n\n<p>\u91d1\u878d\u30bb\u30af\u30bf\u30fc\u306eAI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u306e\u7d4c\u9a13\u304b\u3089\u3001\u7a4d\u6975\u7684\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u306f\u3001\u4f01\u696d\u306e\u6301\u7d9a\u53ef\u80fd\u306a\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u306a\u304c\u3089\u300125-30%\u306e\u904b\u7528\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u5165\u5ff5\u306a\u8a08\u753b\u3068\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4e21\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u7d99\u7d9a\u7684\u306a\u6700\u9069\u5316\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_Hardware_Procurement_Strategies\"><\/span>7.\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8abf\u9054\u6226\u7565<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u6c7a\u5b9a\u306f\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u6210\u529f\u306e\u91cd\u8981\u306a\u57fa\u76e4\u3092\u5f62\u6210\u3059\u308b\u3002\u73fe\u5728\u306e\u4e16\u754c\u7684\u306a\u30c1\u30c3\u30d7\u4e0d\u8db3\u3068\u6025\u901f\u306a\u6280\u8853\u9032\u6b69\u306b\u4f34\u3044\u3001\u7d44\u7e54\u306f\u76ee\u5148\u306e\u30cb\u30fc\u30ba\u3068\u9577\u671f\u7684\u306a\u67d4\u8edf\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u6d17\u7df4\u3055\u308c\u305f\u8abf\u9054\u6226\u7565\u3092\u7b56\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n<p>\u6226\u7565\u7684\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u8abf\u9054\u306b\u306f<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u660e\u78ba\u306a\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\u30fb\u30b5\u30a4\u30af\u30eb\u8a08\u753b<\/p><\/li><li><p>\u30d9\u30f3\u30c0\u30fc\u8a55\u4fa1\u306e\u67a0\u7d44\u307f<\/p><\/li><li><p>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u30ea\u30b9\u30af\u8a55\u4fa1<\/p><\/li><li><p>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u57fa\u6e96<\/p><\/li>\n<\/ul>\n\n\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001\u91cd\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u78ba\u4fdd\u3057\u3064\u3064\u3001\u67d4\u8edf\u6027\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u3060\u3002\u7d44\u7e54\u306f\u3001OpenAI\u304c\u30ab\u30b9\u30bf\u30e0\u30c1\u30c3\u30d7\u3068\u30d9\u30f3\u30c0\u30fc\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u308b\u306e\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u6240\u6709\u3059\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u67d4\u8edf\u306a\u30ea\u30bd\u30fc\u30b9\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3042\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"8_Risk_Mitigation_Tactics\"><\/span>8.\u30ea\u30b9\u30af\u8efd\u6e1b\u306e\u305f\u3081\u306e\u6226\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u304c\u30d3\u30b8\u30cd\u30b9\u306e\u4e2d\u5fc3\u7684\u5b58\u5728\u3068\u306a\u308b\u306b\u3064\u308c\u3001\u5f37\u56fa\u306a\u30ea\u30b9\u30af\u8efd\u6e1b\u6226\u7565\u304c\u4e0d\u53ef\u6b20\u3068\u306a\u308b\u3002\u6700\u8fd1\u306e\u696d\u754c\u306e\u7d4c\u9a13\u304b\u3089\u3001\u6280\u8853\u7684\u8106\u5f31\u6027\u3068\u904b\u7528\u4e0a\u306e\u8106\u5f31\u6027\u306e\u4e21\u65b9\u306b\u5bfe\u51e6\u3059\u308b\u5305\u62ec\u7684\u306a\u30ea\u30b9\u30af\u7ba1\u7406\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u91cd\u8981\u6027\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n<p>\u30ea\u30b9\u30af\u8efd\u6e1b\u306b\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u91cd\u8981\u30b7\u30b9\u30c6\u30e0\u306e\u5197\u9577\u5316\u8a08\u753b<\/p><\/li><li><p>\u8cc7\u6e90\u306e\u5730\u7406\u7684\u5206\u5e03<\/p><\/li><li><p>\u5b9a\u671f\u7684\u306a\u707d\u5bb3\u5fa9\u65e7\u30c6\u30b9\u30c8<\/p><\/li><li><p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u5b9f\u88c5<\/p><\/li><li><p>\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9075\u5b88<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"9_Performance_Monitoring_Systems\"><\/span>9.\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u30b7\u30b9\u30c6\u30e0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u52b9\u679c\u7684\u306a\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306f\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u306b\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u53ef\u8996\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u7d44\u7e54\u306f\u3001\u6280\u8853\u7684\u6307\u6a19\u3068\u30d3\u30b8\u30cd\u30b9KPI\u306e\u4e21\u65b9\u3092\u8ffd\u8de1\u3059\u308b\u5305\u62ec\u7684\u306a\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n<p>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u4e3b\u306a\u691c\u8a0e\u4e8b\u9805\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ffd\u8de1<\/p><\/li><li><p>\u4e88\u77e5\u4fdd\u5168\u6a5f\u80fd<\/p><\/li><li><p>\u7a3c\u50cd\u7387\u30e1\u30c8\u30ea\u30af\u30b9<\/p><\/li><li><p>\u30b3\u30b9\u30c8\u52b9\u7387\u6307\u6a19<\/p><\/li><li><p>\u30e6\u30fc\u30b6\u30fc\u30fb\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_Future-Proofing_Investments\"><\/span>10.\u5c06\u6765\u3092\u898b\u636e\u3048\u305f\u6295\u8cc7<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u306e\u6025\u901f\u306a\u9032\u6b69\u306b\u4f34\u3044\u3001\u4f01\u696d\u306f\u73fe\u5728\u306e\u30cb\u30fc\u30ba\u3068\u5c06\u6765\u306e\u67d4\u8edf\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u5c06\u6765\u3092\u898b\u636e\u3048\u305f\u5bfe\u5fdc\u306b\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u63a1\u7528\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30d1\u30b9\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u9032\u5316\u306b\u95a2\u3059\u308b\u6226\u7565\u7684\u306a\u6c7a\u5b9a\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n\n\n<p>\u91cd\u8981\u306a\u70b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u6280\u8853\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u958b\u767a<\/p><\/li><li><p>\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30d1\u30b9\u306e\u8a08\u753b<\/p><\/li><li><p>\u7d71\u5408\u306e\u67d4\u8edf\u6027<\/p><\/li><li><p>\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u69cb\u7bc9<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Bottom_Line\"><\/span>\u7d50\u8ad6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u4f01\u696d\u304cAI\u306e\u65c5\u3092\u7d9a\u3051\u308b\u4e2d\u3067\u3001\u3053\u308c\u3089\u306e10\u306e\u30a4\u30f3\u30d5\u30e9\u6c7a\u5b9a\u306f\u3001\u6210\u529f\u3057\u305f\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u6210\u9577\u306e\u57fa\u76e4\u3092\u5f62\u6210\u3059\u308b\u3002OpenAI\u306e\u3088\u3046\u306a\u696d\u754c\u30ea\u30fc\u30c0\u30fc\u306e\u7d4c\u9a13\u306f\u3001\u3053\u308c\u3089\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u601d\u616e\u6df1\u3044\u8a08\u753b\u3068\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u3001AI\u5c0e\u5165\u306e\u6210\u529f\u3068\u30b3\u30b9\u30c8\u306e\u304b\u304b\u308b\u632b\u6298\u306e\u9055\u3044\u3092\u610f\u5473\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5c06\u6765\u306e\u9032\u5316\u306b\u5099\u3048\u3066\u67d4\u8edf\u6027\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u3053\u308c\u3089\u306e\u91cd\u8981\u306a\u8981\u7d20\u3092\u614e\u91cd\u306b\u691c\u8a0e\u3057\u3001\u5bfe\u51e6\u3059\u308b\u7d44\u7e54\u306f\u3001AI\u306e\u5909\u9769\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>The landscape of enterprise AI computing is evolving rapidly, with recent developments highlighting the complexity of scaling AI infrastructure effectively. As enterprises race to implement AI solutions, the infrastructure decisions made early in the journey can have long-lasting impacts on success, scalability, and cost-effectiveness. Drawing from OpenAI&#8217;s recent infrastructure challenges and broader industry experiences, here are the ten critical decisions every organization must carefully consider before scaling their AI initiatives. 1. Cloud vs. Hybrid Architecture The foundation of any enterprise AI strategy begins with a fundamental choice: pure cloud, on-premises, or hybrid infrastructure. This decision shapes not just technical capabilities but the entire trajectory of an organization&#8217;s AI journey. Recent [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":13390,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,100,167],"tags":[],"class_list":["post-13322","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-generative-ai","category-llm-integration"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI - Skim AI<\/title>\n<meta name=\"description\" content=\"Discover the ten critical infrastructure decisions enterprises must consider for scaling AI effectively, from hybrid cloud strategies to cost optimization and energy management. Learn lessons from industry leaders like OpenAI to future-proof your AI investments and achieve sustainable growth.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/ja\/\u3059\u3079\u3066\u306e\u4f01\u696d\u304cai\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI - Skim AI\" \/>\n<meta property=\"og:description\" content=\"Discover the ten critical infrastructure decisions enterprises must consider for scaling AI effectively, from hybrid cloud strategies to cost optimization and energy management. Learn lessons from industry leaders like OpenAI to future-proof your AI investments and achieve sustainable growth.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/skimai.com\/ja\/\u3059\u3079\u3066\u306e\u4f01\u696d\u304cai\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\/\" \/>\n<meta property=\"og:site_name\" content=\"Skim AI\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-17T02:44:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-18T02:25:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1092\" \/>\n\t<meta property=\"og:image:height\" content=\"612\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Greggory Elias\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Greggory Elias\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/\"},\"author\":{\"name\":\"Greggory Elias\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\"},\"headline\":\"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI\",\"datePublished\":\"2024-11-17T02:44:39+00:00\",\"dateModified\":\"2025-02-18T02:25:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/\"},\"wordCount\":992,\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png\",\"articleSection\":[\"Enterprise AI\",\"Generative AI\",\"LLM Integration\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/\",\"url\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/\",\"name\":\"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI - Skim AI\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/uk\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png\",\"datePublished\":\"2024-11-17T02:44:39+00:00\",\"dateModified\":\"2025-02-18T02:25:31+00:00\",\"description\":\"Discover the ten critical infrastructure decisions enterprises must consider for scaling AI effectively, from hybrid cloud strategies to cost optimization and energy management. Learn lessons from industry leaders like OpenAI to future-proof your AI investments and achieve sustainable growth.\",\"breadcrumb\":{\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage\",\"url\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png\",\"contentUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png\",\"width\":1092,\"height\":612,\"caption\":\"10 infrastructure ai\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/skimai.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/skimai.com\/uk\/#website\",\"url\":\"https:\/\/skimai.com\/uk\/\",\"name\":\"Skim AI\",\"description\":\"The AI Agent Workforce Platform\",\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/skimai.com\/uk\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/skimai.com\/uk\/#organization\",\"name\":\"Skim AI\",\"url\":\"https:\/\/skimai.com\/uk\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/\",\"url\":\"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png\",\"contentUrl\":\"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png\",\"width\":194,\"height\":58,\"caption\":\"Skim AI\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/skim-ai\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\",\"name\":\"Greggory Elias\",\"url\":\"https:\/\/skimai.com\/ja\/author\/gregg\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u304c\u6c7a\u65ad\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304410\u306e\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9 - Skim AI","description":"\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u6226\u7565\u304b\u3089\u30b3\u30b9\u30c8\u6700\u9069\u5316\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u307e\u3067\u3001AI\u3092\u52b9\u679c\u7684\u306b\u62e1\u5f35\u3059\u308b\u305f\u3081\u306b\u4f01\u696d\u304c\u8003\u616e\u3059\u3079\u304d10\u306e\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u6c7a\u5b9a\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002OpenAI\u306e\u3088\u3046\u306a\u696d\u754c\u306e\u30ea\u30fc\u30c0\u30fc\u304b\u3089\u6559\u8a13\u3092\u5b66\u3076\u3053\u3068\u3067\u3001AI\u3078\u306e\u6295\u8cc7\u3092\u5c06\u6765\u306b\u308f\u305f\u3063\u3066\u4fdd\u8b77\u3057\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u6210\u9577\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/skimai.com\/ja\/\u3059\u3079\u3066\u306e\u4f01\u696d\u304cai\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\/","og_locale":"ja_JP","og_type":"article","og_title":"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI - Skim AI","og_description":"Discover the ten critical infrastructure decisions enterprises must consider for scaling AI effectively, from hybrid cloud strategies to cost optimization and energy management. Learn lessons from industry leaders like OpenAI to future-proof your AI investments and achieve sustainable growth.","og_url":"https:\/\/skimai.com\/ja\/\u3059\u3079\u3066\u306e\u4f01\u696d\u304cai\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u3089\/","og_site_name":"Skim AI","article_published_time":"2024-11-17T02:44:39+00:00","article_modified_time":"2025-02-18T02:25:31+00:00","og_image":[{"width":1092,"height":612,"url":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png","type":"image\/png"}],"author":"Greggory Elias","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"Greggory Elias","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#article","isPartOf":{"@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/"},"author":{"name":"Greggory Elias","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6"},"headline":"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI","datePublished":"2024-11-17T02:44:39+00:00","dateModified":"2025-02-18T02:25:31+00:00","mainEntityOfPage":{"@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/"},"wordCount":992,"publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"image":{"@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png","articleSection":["Enterprise AI","Generative AI","LLM Integration"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/","url":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/","name":"AI\u3092\u62e1\u5f35\u3059\u308b\u524d\u306b\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u304c\u6c7a\u65ad\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304410\u306e\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9 - Skim AI","isPartOf":{"@id":"https:\/\/skimai.com\/uk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage"},"image":{"@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png","datePublished":"2024-11-17T02:44:39+00:00","dateModified":"2025-02-18T02:25:31+00:00","description":"\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u6226\u7565\u304b\u3089\u30b3\u30b9\u30c8\u6700\u9069\u5316\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u307e\u3067\u3001AI\u3092\u52b9\u679c\u7684\u306b\u62e1\u5f35\u3059\u308b\u305f\u3081\u306b\u4f01\u696d\u304c\u8003\u616e\u3059\u3079\u304d10\u306e\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u6c7a\u5b9a\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002OpenAI\u306e\u3088\u3046\u306a\u696d\u754c\u306e\u30ea\u30fc\u30c0\u30fc\u304b\u3089\u6559\u8a13\u3092\u5b66\u3076\u3053\u3068\u3067\u3001AI\u3078\u306e\u6295\u8cc7\u3092\u5c06\u6765\u306b\u308f\u305f\u3063\u3066\u4fdd\u8b77\u3057\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u6210\u9577\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#primaryimage","url":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png","contentUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/11\/10-infrastructure-ai.png","width":1092,"height":612,"caption":"10 infrastructure ai"},{"@type":"BreadcrumbList","@id":"https:\/\/skimai.com\/10-critical-infrastructure-decisions-every-enterprise-must-make-before-scaling-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/skimai.com\/"},{"@type":"ListItem","position":2,"name":"10 Critical Infrastructure Decisions Every Enterprise Must Make Before Scaling AI"}]},{"@type":"WebSite","@id":"https:\/\/skimai.com\/uk\/#website","url":"https:\/\/skimai.com\/uk\/","name":"\u30b9\u30ad\u30e0AI","description":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ef\u30fc\u30af\u30d5\u30a9\u30fc\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0","publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/skimai.com\/uk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/skimai.com\/uk\/#organization","name":"\u30b9\u30ad\u30e0AI","url":"https:\/\/skimai.com\/uk\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/","url":"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png","contentUrl":"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png","width":194,"height":58,"caption":"Skim AI"},"image":{"@id":"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/skim-ai"]},{"@type":"Person","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6","name":"\u30b0\u30ec\u30b4\u30ea\u30fc\u30fb\u30a8\u30ea\u30a2\u30b9","url":"https:\/\/skimai.com\/ja\/author\/gregg\/"}]}},"_links":{"self":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts\/13322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/users\/1003"}],"replies":[{"embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/comments?post=13322"}],"version-history":[{"count":2,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts\/13322\/revisions"}],"predecessor-version":[{"id":13526,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/posts\/13322\/revisions\/13526"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/media\/13390"}],"wp:attachment":[{"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/media?parent=13322"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/categories?post=13322"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skimai.com\/ja\/wp-json\/wp\/v2\/tags?post=13322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}