{"id":56762,"date":"2025-08-26T21:00:04","date_gmt":"2025-08-27T04:00:04","guid":{"rendered":"https:\/\/www.uxpin.com\/studio\/?p=56762"},"modified":"2025-08-26T21:08:20","modified_gmt":"2025-08-27T04:08:20","slug":"how-ai-automates-design-tokens-in-the-cloud-ja","status":"publish","type":"post","link":"https:\/\/www.uxpin.com\/studio\/jp\/blog-jp\/how-ai-automates-design-tokens-in-the-cloud-ja\/","title":{"rendered":"AI\u304c\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3092\u81ea\u52d5\u5316\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">AI\u306f<a href=\"https:\/\/uxpin-jp.notion.site\/e81224d9dd36494ca6ea298541a119ed\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3<\/a>\u306e\u7ba1\u7406\u65b9\u6cd5\u3092\u5909\u9769\u3057\u3001\u6642\u9593\u77ed\u7e2e\u3068\u30a8\u30e9\u30fc\u524a\u6e1b\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002AI\u3068\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u306f<a href=\"https:\/\/uxpin-jp.notion.site\/e81224d9dd36494ca6ea298541a119ed\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3<\/a>\u3092\u4e2d\u592e\u96c6\u7d04\u5316\u3057\u3001\u66f4\u65b0\u3092\u81ea\u52d5\u5316\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u9023\u643a\u3092\u5f37\u5316\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u304c\u305d\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\u3000<\/b><span style=\"font-weight: 400;\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306f\u3001\u8272\u3001\u30d5\u30a9\u30f3\u30c8\u3001\u4f59\u767d\u306a\u3069\u306e\u30c7\u30b6\u30a4\u30f3\u8981\u7d20\u3092\u5b9a\u7fa9\u3059\u308b\u518d\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3067\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u306a\u305cAI\u3092\u4f7f\u3046\u306e\u304b\uff1f\u3000<\/b><span style=\"font-weight: 400;\">AI\u306f\u30c8\u30fc\u30af\u30f3\u306e\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u4e88\u6e2c\u3057\u3001\u4e00\u8cab\u6027\u3092\u5f37\u5236\u3059\u308b\u3053\u3068\u3067\u3001\u624b\u4f5c\u696d\u3092\u6700\u592750%\u524a\u6e1b\u3057\u307e\u3059\u3002\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30af\u30e9\u30a6\u30c9\u306e\u30e1\u30ea\u30c3\u30c8\uff1a<\/b><span style=\"font-weight: 400;\">\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30c8\u30fc\u30af\u30f3\u3092\u4e00\u5143\u7ba1\u7406\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u66f4\u65b0\u3092\u53ef\u80fd\u306b\u3057\u3001\u5206\u6563\u578b\u30c1\u30fc\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h3 id=\"key-takeaways\" tabindex=\"-1\">\u8981\u70b9\uff1a<\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI\u306f\u3001\u53cd\u5fa9\u7684\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u30c8\u30fc\u30af\u30f3\u7ba1\u7406\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8fc5\u901f\u306a\u66f4\u65b0\u3068\u3088\u308a\u826f\u3044\u9023\u643a\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30c1\u30fc\u30e0\u306f\u3001<a href=\"https:\/\/uxpin-jp.notion.site\/c180fedf042c4cad984551d7d98c7a60\">\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0<\/a>\u3092\u62e1\u5f35\u3059\u308b\u969b\u306b\u30a8\u30e9\u30fc\u3092\u524a\u6e1b\u3057\u3001\u6642\u9593\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AI\u3068\u30af\u30e9\u30a6\u30c9\u6280\u8853\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001<a href=\"https:\/\/www.uxpin.com\/studio\/webinars\/code-based-design-the-workflow-revolution\/\">\u30c7\u30b6\u30a4\u30f3\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/a>\u3092\u518d\u5b9a\u7fa9\u3057\u3001\u3088\u308a\u8fc5\u901f\u3067\u6b63\u78ba\u304b\u3064\u7ba1\u7406\u3057\u3084\u3059\u3044\u3082\u306e\u306b\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2 id=\"atomic-design-tokens-ai-and-the-future-of-design-systems-with-brad-frost-ep28\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">\u30a2\u30c8\u30df\u30c3\u30af\u30c7\u30b6\u30a4\u30f3\u3001\u30c8\u30fc\u30af\u30f3\u3001AI\u3001\u305d\u3057\u3066\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u672a\u6765\u306b\u3064\u3044\u3066\u30d6\u30e9\u30c3\u30c9\u30fb\u30d5\u30ed\u30b9\u30c8\u3068\u8a9e\u308b\uff08\u30a8\u30d4\u30bd\u30fc\u30c928\uff09<\/h2>\n<p><iframe class=\"sb-iframe\" style=\"width: 100%; height: auto; aspect-ratio: 16\/9;\" src=\"https:\/\/www.youtube.com\/embed\/ZGjsNCyTqZ8\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<h2 id=\"prerequisites-for-automating-design-tokens-in-the-cloud\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u524d\u63d0\u6761\u4ef6<\/h2>\n<p>AI\u99c6\u52d5\u578b\u306e\u81ea\u52d5\u5316\u304c\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306b\u306f\u3001\u5805\u56fa\u306a\u57fa\u76e4\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u7740\u624b\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n<h3 id=\"required-tools-and-platforms\" tabindex=\"-1\">\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3068\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/h3>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.uxpin.com\/studio\/jp\/blog-jp\/what-are-design-tokens-ja\/\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u81ea\u52d5\u5316<\/a>\u306b\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001AI\u30c4\u30fc\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306e3\u3064\u306e\u91cd\u8981\u306a\u8981\u7d20\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u308c\u305e\u308c\u304c\u3001\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u62bd\u51fa\u3001\u51e6\u7406\u3001\u914d\u5e03\u3092\u52b9\u679c\u7684\u306b\u884c\u3046\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><b>\u30c7\u30b6\u30a4\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff1a<\/b><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306f\u51fa\u767a\u70b9\u3068\u306a\u308a\u307e\u3059\u3002UXPin\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001AI\u99c6\u52d5\u306e\u30c4\u30fc\u30eb\u3068\u518d\u5229\u7528\u53ef\u80fd\u306aUI\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30c8\u30fc\u30af\u30f3\u62bd\u51fa\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u4e00\u8cab\u6027\u3068\u6b63\u78ba\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u3078\u306e\u4f9d\u5b58\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI\u30c4\u30fc\u30eb\uff1a<\/b><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306f\u4e3b\u8981\u306a\u4f5c\u696d\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<a href=\"https:\/\/styledictionary.com\/\">Style Dictionary<\/a>\u306fJSON\u30d9\u30fc\u30b9\u306e\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3092\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u30b9\u30bf\u30a4\u30eb\u5909\u6570\u306b\u5909\u63db\u3059\u308b\u30d3\u30eb\u30c9\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u62ec\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u7de8\u96c6\u3084\u30ab\u30b9\u30bf\u30e0\u30b9\u30bf\u30a4\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><b>\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30ea\u30dd\u30b8\u30c8\u30ea\uff1a<\/b><span style=\"font-weight: 400;\">\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u540c\u671f\u4fdd\u6301\u3057\u307e\u3059\u3002Git\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u306b\u6700\u9069\u3067\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9\u306f\u5927\u5bb9\u91cf\u306e\u30a2\u30bb\u30c3\u30c8\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002API\u5bfe\u5fdc\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u7d71\u5408\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h3 id=\"setting-up-cloud-infrastructure\" tabindex=\"-1\">\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u69cb\u7bc9<\/h3>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.uxpin.com\/studio\/jp\/blog-jp\/ai-design-system-ja\/\">AI\u99c6\u52d5\u578b\u306e\u30c7\u30b6\u30a4\u30f3<\/a>\u30c8\u30fc\u30af\u30f3\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u57fa\u672c\u7684\u306a\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u8d85\u3048\u308b\u6a5f\u80fd\u304c\u5fc5\u8981\u3067\u3059\u3002\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u5f37\u529b\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6a5f\u80fd\u3001\u305d\u3057\u3066\u5805\u7262\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u7279\u306b\u3001AI\u306e\u9ad8\u5ea6\u306a\u8a08\u7b97\u8981\u4ef6\u3092\u8003\u616e\u3059\u308b\u3068\u3001\u3053\u308c\u3089\u306e\u8981\u7d20\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5fae\u8abf\u6574\u306b\u306f\u3001\u81a8\u5927\u306a\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u5b9f\u969b\u3001\u904e\u53bb5\u5e74\u9593\u3067AI\u306e\u8a08\u7b97\u8981\u4ef6\u306f\u6307\u6570\u95a2\u6570\u7684\u306b\u5897\u52a0\u3057\u3001\u6570\u767e\u4e07\u500d\u306b\u53ca\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8981\u4ef6\u306b\u5bfe\u5fdc\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5c0f\u898f\u6a21\u306a\u30d1\u30a4\u30ed\u30c3\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u59cb\u3081\u3066\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u30c6\u30b9\u30c8\u3057\u3001\u8981\u4ef6\u3092\u7cbe\u7dfb\u5316\u3059\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30cb\u30fc\u30ba\u306e\u62e1\u5927\u306b\u5408\u308f\u305b\u3066\u9032\u5316\u3067\u304d\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u5f0f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u30af\u30e9\u30a6\u30c9\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\u3092\u691c\u8a0e\u3057\u3001\u67d4\u8edf\u6027\u3092\u9ad8\u3081\u308b\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u6bd4\u8f03\u3057\u3066\u521d\u671f\u8cbb\u7528\u3092\u524a\u6e1b\u3057\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3057\u3001\u7ba1\u7406\u3092\u7c21\u7d20\u5316\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8ca1\u52d9\u7684\u306a\u8ca0\u62c5\u306f\u76f8\u5f53\u306a\u3082\u306e\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u9069\u5207\u306a\u8a08\u753b\u3092\u7acb\u3066\u308c\u3070\u305d\u306e\u4fa1\u5024\u306f\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.flexential.com\/\">Flexential<\/a>\u306e\u300cAI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u73fe\u72b6\u300d\u5831\u544a\u66f8\u306b\u3088\u308b\u3068\u3001\u73fe\u5728\u3001\u4f01\u696d\u306e70%\u304cIT\u4e88\u7b97\u306e\u5c11\u306a\u304f\u3068\u308210%\u3092AI\u95a2\u9023\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5272\u308a\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u300135%\u306e\u7d44\u7e54\u304c\u4e88\u7b97\u5236\u7d04\u306e\u305f\u3081AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u65ad\u5ff5\u3057\u3066\u304a\u308a\u3001\u614e\u91cd\u306a\u6e96\u5099\u306e\u91cd\u8981\u6027\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI\u30a4\u30f3\u30d5\u30e9\u306b\u7279\u5316\u3057\u305f\u30d9\u30f3\u30c0\u30fc\u3084\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3068\u63d0\u643a\u3059\u308b\u3053\u3068\u3082\u3001\u5927\u304d\u306a\u9055\u3044\u3092\u751f\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u30012025\u5e74\u306b<a href=\"https:\/\/yotta.com\/\">Yotta Data Services<\/a>\u306f<a href=\"https:\/\/www.nvidia.com\/ja-jp\/\">NVIDIA<\/a>\u3068\u63d0\u643a\u3057\u3001\u30a4\u30f3\u30c9\u3067<a href=\"https:\/\/shakticloud.ai\/\">Shakti Cloud Platform<\/a>\u3092\u30ed\u30fc\u30f3\u30c1\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u63d0\u643a\u306b\u3088\u308a\u3001NVIDIA AI Enterprise\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u5ea6\u306aGPU\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<p>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u30bb\u30ad\u30e5\u30a2\u306a\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u304c\u6574\u3048\u3070\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u6210\u304c\u53ef\u80fd\u306a\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"configuring-initial-workflows\" tabindex=\"-1\">\u521d\u671f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u5b9a<\/h3>\n<p>\u30c4\u30fc\u30eb\u3068\u30a4\u30f3\u30d5\u30e9\u304c\u6574\u3063\u305f\u3089\u3001\u6b21\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a55\u4fa1\u3092\u884c\u3044\u307e\u3059\u3002\u7e70\u308a\u8fd4\u3057\u884c\u308f\u308c\u308b\u6642\u9593\u306e\u304b\u304b\u308b\u30bf\u30b9\u30af\u3092\u7279\u5b9a\u3057\u3001\u81ea\u52d5\u5316\u306e\u305f\u3081\u306e\u6e2c\u5b9a\u53ef\u80fd\u306a\u76ee\u6a19\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u51e6\u7406\u6642\u9593\u306e\u77ed\u7e2e\u3084\u624b\u52d5\u3067\u306e\u30c7\u30fc\u30bf\u5165\u529b\u306e\u5ec3\u6b62\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u76ee\u6a19\u306f\u5b9f\u88c5\u306e\u6307\u91dd\u3068\u306a\u308a\u3001\u6210\u679c\u306e\u628a\u63e1\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001AI\u30c4\u30fc\u30eb\u3092\u65e2\u5b58\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u7d71\u5408\u6226\u7565\u3092\u7b56\u5b9a\u3057\u307e\u3059\u3002API\u306e\u4e92\u63db\u6027\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5f62\u5f0f\u3001\u5805\u7262\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002<\/p>\n<p>AI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u30ed\u30dc\u30c6\u30a3\u30c3\u30af\u30d7\u30ed\u30bb\u30b9\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u4e88\u6e2c\u5206\u6790\u306a\u3069\u306e\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u5f93\u6765\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30c8\u30ea\u30ac\u30fc\u306b\u4f9d\u5b58\u3059\u308b\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3068\u306f\u7570\u306a\u308a\u3001AI\u306f\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u610f\u56f3\u3092\u5206\u6790\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306b\u5bfe\u3057\u3001AI\u7d71\u5408\u306b\u5fc5\u8981\u306a\u6280\u8853\u7684\u306a\u5074\u9762\u3068\u30de\u30a4\u30f3\u30c9\u30bb\u30c3\u30c8\u306e\u5909\u9769\u306b\u3064\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u304c\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u306e\u696d\u52d9\u3092\u3069\u306e\u3088\u3046\u306b\u5909\u9769\u3059\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u3001\u30c8\u30fc\u30af\u30f3\u751f\u6210\u901f\u5ea6\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30c1\u30fc\u30e0\u63a1\u7528\u7387\u306a\u3069\u306e<a href=\"https:\/\/www.uxpin.com\/studio\/jp\/blog-jp\/engineering-kpis-ja\/\">KPI\uff08\u4e3b\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\uff09<\/a>\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306b\u5206\u6790\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5b9a\u671f\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3068\u30e6\u30fc\u30b6\u30fc\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u3092\u6642\u9593\u3092\u304b\u3051\u3066\u6700\u9069\u5316\u30fb\u6539\u5584\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>S&amp;P Global\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u65e2\u306b18%\u306e\u7d44\u7e54\u304c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u751f\u6210AI\u3092\u7d71\u5408\u3057\u3066\u3044\u307e\u3059\u3002\u5805\u56fa\u306a\u57fa\u76e4\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306e\u7d44\u7e54\u3082\u305d\u306e\u4ef2\u9593\u5165\u308a\u3092\u679c\u305f\u3057\u3001\u3042\u308a\u304c\u3061\u306a\u843d\u3068\u3057\u7a74\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"step-by-step-guide-to-automating-design-tokens\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3 \u306e\u81ea\u52d5\u5316\u306b\u95a2\u3059\u308b\u624b\u9806<\/h2>\n<p>\u30a4\u30f3\u30d5\u30e9\u304c\u6574\u3048\u3070\u3001<a href=\"https:\/\/www.uxpin.com\/studio\/jp\/?p=54068&amp;preview=true\/\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u81ea\u52d5\u5316\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/a>\u3092\u4f5c\u6210\u3059\u308b\u6bb5\u968e\u3067\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u624b\u52d5\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u7684\u306aAI\u99c6\u52d5\u578b\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u3067\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u306e<a href=\"https:\/\/www.uxpin.com\/studio\/jp\/blog-jp\/design-consistency-guide-ui-and-ux-best-practices-ja\/\">\u30c7\u30b6\u30a4\u30f3\u306e\u4e00\u8cab\u6027<\/a>\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"extracting-design-tokens-using-ai\" tabindex=\"-1\">AI\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u62bd\u51fa<\/h3>\n<p>AI\u30c4\u30fc\u30eb\u306f\u3001Figma\u3084Sketch\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u30c7\u30b6\u30a4\u30f3\u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3057\u3001\u8272\u3001\u30d5\u30a9\u30f3\u30c8\u3001\u4f59\u767d\u306a\u3069\u306e\u8981\u7d20\u306b\u5bfe\u3057\u3066\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3092\u81ea\u52d5\u7684\u306b\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u624b\u9593\u306e\u304b\u304b\u308b\u624b\u52d5\u3067\u306e\u30ab\u30bf\u30ed\u30b0\u5316\u304c\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c8\u30fc\u30af\u30f3\u306b\u300cprimary-action\u300d\u3084\u300csuccess-state\u300d\u306e\u3088\u3046\u306a\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u540d\u524d\u3092\u81ea\u52d5\u7684\u306b\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u62bd\u51fa\u3060\u3051\u3067\u306a\u304f\u3001AI\u306f\u30c8\u30fc\u30af\u30f3\u306e\u5909\u66f4\u3092\u691c\u51fa\u3057\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u3084\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30c8\u30ea\u30ac\u30fc\u3078\u306e\u66f4\u65b0\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002Style Dictionary\u3084AI\u5f37\u5316\u578bFigma\u30d7\u30e9\u30b0\u30a4\u30f3\u306a\u3069\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c8\u30fc\u30af\u30f3\u7ba1\u7406\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u7d50\u679c\u304c\u30d6\u30e9\u30f3\u30c9\u57fa\u6e96\u3068\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u3001\u4eba\u9593\u306b\u3088\u308b\u76e3\u8996\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<p>\u30c8\u30fc\u30af\u30f3\u304c\u62bd\u51fa\u3055\u308c\u305f\u5f8c\u3001\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u4e00\u8cab\u3057\u305f\u4f7f\u7528\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u3001\u305d\u308c\u3089\u3092\u6a19\u6e96\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<h3 id=\"standardizing-tokens-for-cross-platform-use\" tabindex=\"-1\">\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u5229\u7528\u306b\u5411\u3051\u305f\u30c8\u30fc\u30af\u30f3\u306e\u6a19\u6e96\u5316<\/h3>\n<p><span style=\"font-weight: 400;\">iOS\u3001Android\u3001Web\u3001\u305d\u306e\u4ed6\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30c8\u30fc\u30af\u30f3\u304c\u6b63\u5e38\u306b\u6a5f\u80fd\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u306b\u306f\u3001\u305d\u308c\u3089\u3092\u6280\u8853\u4e2d\u7acb\u7684\u306a\u5f62\u5f0f\uff08\u901a\u5e38\u306fJSON\uff09\u306b\u5909\u63db\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.uxpin.com\/studio\/jp\/blog-jp\/ai-tools-for-designers-ja\/\">AI\u3092\u6d3b\u7528\u3057\u305f\u30c4\u30fc\u30eb<\/a>\u306f\u3053\u306e\u5909\u63db\u3092\u51e6\u7406\u3067\u304d\u3001Figma\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u306e\u3088\u3046\u306a\u30c7\u30b6\u30a4\u30f3\u56fa\u6709\u306e\u5024\u3092\u3001\u30d8\u30c3\u30af\u30b9\u3001RGB\u3001HSL\u306a\u3069\u306e\u5f62\u5f0f\u306b\u5909\u63db\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30dd\u30b0\u30e9\u30d5\u30a3\u8a2d\u5b9a\u3082\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u56fa\u6709\u306e<a href=\"https:\/\/www.uxpin.com\/typography-management\">\u30d5\u30a9\u30f3\u30c8\u30d5\u30a1\u30df\u30ea\u30fc<\/a>\u3001\u30a6\u30a7\u30a4\u30c8\u3001\u30b5\u30a4\u30ba\u306b\u8abf\u6574\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u30c8\u30fc\u30af\u30f3\u3092\u968e\u5c64\u69cb\u9020\u306b\u6574\u7406\u3057\u3001\u30d9\u30fc\u30b9\u5024\uff08\u7279\u5b9a\u306e\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u306a\u3069\uff09\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30c8\u30fc\u30af\u30f3\uff08\u30d7\u30e9\u30a4\u30de\u30ea\u30dc\u30bf\u30f3\u306e\u80cc\u666f\u306a\u3069\uff09\u3092\u5206\u96e2\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u69cb\u9020\u5316\u3055\u308c\u305f\u547d\u540d\u898f\u5247\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65b0\u3057\u3044\u30c8\u30fc\u30af\u30f3\u306b\u30d1\u30bf\u30fc\u30f3\u3092\u4e00\u8cab\u3057\u3066\u9069\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"automating-testing-and-validation\" tabindex=\"-1\">\u30c6\u30b9\u30c8\u3068\u691c\u8a3c\u306e\u81ea\u52d5\u5316<\/h3>\n<p>\u6a19\u6e96\u5316\u5f8c\u3001\u30c8\u30fc\u30af\u30f3\u306e\u6b63\u78ba\u6027\u3092\u81ea\u52d5\u30c6\u30b9\u30c8\u3092\u901a\u3058\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u304c\u6b63\u3057\u304f\u30b3\u30f3\u30d1\u30a4\u30eb\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001AI\u30c6\u30b9\u30c8\u30c4\u30fc\u30eb\u304c\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u751f\u6210\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u81ea\u52d5\u7684\u306b\u66f4\u65b0\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u4e88\u6e2c\u3059\u308b\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u30d3\u30b8\u30e5\u30a2\u30ebAI\u306f\u3001\u30c7\u30d0\u30a4\u30b9\u3084\u753b\u9762\u30b5\u30a4\u30ba\u3092\u554f\u308f\u305a\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u691c\u8a3c\u3059\u308b\u8ffd\u52a0\u306e\u5c64\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u30c6\u30b9\u30c8\u306fQA\u6642\u9593\u309280%\u4ee5\u4e0a\u524a\u6e1b\u3057\u3064\u3064\u3001\u56de\u5e30\u691c\u51fa\u3092\u5927\u5e45\u306b\u5f37\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<table style=\"width: 100%;\">\n<thead>\n<tr>\n<th>\u30e1\u30c8\u30ea\u30c3\u30af<\/th>\n<th>AI\u30c6\u30b9\u30c8\u5b9f\u65bd\u524d<\/th>\n<th>AI\u30c6\u30b9\u30c8\u5b9f\u65bd\u5f8c<\/th>\n<th>\u6539\u5584<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30b9\u30d7\u30ea\u30f3\u30c8\u3054\u3068\u306eQA\u6642\u9593<\/td>\n<td>16<\/td>\n<td>3<\/td>\n<td>\u201381%<\/td>\n<\/tr>\n<tr>\n<td>\u30de\u30fc\u30b8\u524d\u306e\u56de\u5e30\u691c\u51fa<\/td>\n<td>20%<\/td>\n<td>95%<\/td>\n<td>+75pp<\/td>\n<\/tr>\n<tr>\n<td>\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30c1\u30a7\u30c3\u30af\u6642\u9593<\/td>\n<td>15\u5206 \u624b\u52d5<\/td>\n<td>4\u5206 \u81ea\u52d5\u5316<\/td>\n<td>\u201373%<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u7523\u74b0\u5883\u3067\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\/\u6708<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>\u2013100%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>AI\u30c4\u30fc\u30eb\u306f\u3001\u30a2\u30f3\u30c1\u30a8\u30a4\u30ea\u30a2\u30b7\u30f3\u30b0\u3084\u30d5\u30a9\u30f3\u30c8\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306b\u3088\u308b\u5c0f\u3055\u306a\u30d4\u30af\u30bb\u30eb\u306e\u9055\u3044\u3092\u7121\u8996\u3059\u308b\u3088\u3046\u306b\u8a13\u7df4\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u4ee3\u308f\u308a\u306b\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5909\u66f4\u3084\u8272\u306e\u4e0d\u4e00\u81f4\u306a\u3069\u3001\u610f\u5473\u306e\u3042\u308b\u5909\u66f4\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u306e\u30d7\u30c3\u30b7\u30e5\u3054\u3068\u306b\u5373\u6642\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u624b\u52d5\u30c6\u30b9\u30c8\u306b\u3088\u308b\u9045\u5ef6\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002\u73fe\u5728\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c1\u30fc\u30e0\u306e81%\u304c\u30c6\u30b9\u30c8\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306bAI\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u9069\u5207\u306a\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3 id=\"building-multi-platform-outputs\" tabindex=\"-1\">\u30de\u30eb\u30c1\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u51fa\u529b\u306e\u751f\u6210<\/h3>\n<p>\u30c8\u30fc\u30af\u30f3\u304c\u6a19\u6e96\u5316\u3055\u308c\u308b\u3068\u3001\u7570\u306a\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u8981\u4ef6\u306b\u9069\u5408\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001JSON\u30c8\u30fc\u30af\u30f3\u3092Web\u7528\u306eCSS\u5909\u6570\u3001iOS\u7528\u306eSwift\u5b9a\u6570\u3001Android\u7528\u306eXML\u30ea\u30bd\u30fc\u30b9\u306a\u3069\u3001\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u9069\u3057\u305f\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u73fe\u4ee3\u306e\u958b\u767a\u30c4\u30fc\u30eb\u306f\u3001\u3053\u308c\u3089\u306e\u51fa\u529b\u3092\u540c\u6642\u306b\u751f\u6210\u3057\u3001\u74b0\u5883\u9593\u306e\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002AI\u306f\u3055\u3089\u306b\u3001\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u72ec\u81ea\u306e\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u3053\u308c\u3089\u306e\u51fa\u529b\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001AI\u306f\u30c8\u30fc\u30af\u30f3\u306e\u8868\u793a\u65b9\u6cd5\u3001\u4f7f\u7528\u65b9\u6cd5\u3001\u63a8\u5968\u3055\u308c\u308b\u7d44\u307f\u5408\u308f\u305b\u3092\u8aac\u660e\u3059\u308b\u30b9\u30bf\u30a4\u30eb\u30ac\u30a4\u30c9\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ac\u30a4\u30c9\u306f\u5909\u66f4\u3054\u3068\u306b\u81ea\u52d5\u7684\u306b\u66f4\u65b0\u3055\u308c\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6700\u65b0\u304b\u3064\u5b9f\u7528\u7684\u306a\u72b6\u614b\u306b\u4fdd\u3061\u307e\u3059\u3002<\/p>\n<h3 id=\"distributing-design-tokens-to-teams\" tabindex=\"-1\">\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3 \u306e\u30c1\u30fc\u30e0\u3078\u306e\u914d\u5e03<\/h3>\n<p>\u914d\u5e03\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001\u81ea\u52d5\u5316\u306e\u672c\u9818\u304c\u767a\u63ee\u3055\u308c\u307e\u3059\u3002\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306f\u3001<a href=\"https:\/\/www.npmjs.com\/\">NPM<\/a>\u306e\u3088\u3046\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001CDN\u3001\u307e\u305f\u306fAPI\u3092\u901a\u3058\u3066\u5171\u6709\u3067\u304d\u307e\u3059\u3002\u5404\u65b9\u6cd5\u306f\u3001\u7570\u306a\u308b\u30c1\u30fc\u30e0\u306e\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u3059\u3002CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c8\u30fc\u30af\u30f3\u304c\u914d\u5e03\u3055\u308c\u308b\u524d\u306b\u5fb9\u5e95\u7684\u306b\u30c6\u30b9\u30c8\u3055\u308c\u3001\u30a8\u30e9\u30fc\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002Git\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306f\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3092\u53ef\u80fd\u306b\u3057\u3001\u5909\u66f4\u306e\u8ffd\u8de1\u3001\u5354\u696d\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u66f4\u65b0\u306e\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u81ea\u52d5\u5316\u306f\u6642\u9593\u7bc0\u7d04\u3060\u3051\u3067\u306a\u304f\u3001\u30a8\u30e9\u30fc\u306e\u524a\u6e1b\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u5411\u4e0a\u306b\u3082\u5bc4\u4e0e\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<a href=\"https:\/\/uxpin-jp.notion.site\/Figma-f27b1e83d93a4a05859241c933024d26\">Figma API<\/a>\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3055\u3089\u306b\u52b9\u7387\u5316\u3057\u3001\u3059\u3079\u3066\u306e\u30c1\u30fc\u30e0\u304c\u9045\u5ef6\u306a\u304f\u540c\u671f\u3055\u308c\u305f\u30a8\u30e9\u30fc\u306e\u306a\u3044\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u78ba\u5b9f\u306b\u53d7\u3051\u53d6\u308c\u308b\u3088\u3046\u306b\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"using-ai-powered-tools-for-design-token-automation\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">AI\u3092\u6d3b\u7528\u3057\u305f\u30c4\u30fc\u30eb\u306b\u3088\u308b\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u81ea\u52d5\u5316<\/h2>\n<p>\u73fe\u4ee3\u306e\u8a2d\u8a08\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306bAI\u6a5f\u80fd\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u304c\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3092\u7ba1\u7406\u3059\u308b\u65b9\u6cd5\u3092\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u9032\u6b69\u306f\u3001<a href=\"https:\/\/www.uxpin.com\/jp\/handoff\">\u8a2d\u8a08\u304b\u3089\u958b\u767a\u3078\u306e\u91cd\u8981\u306a\u5f15\u304d\u7d99\u304e<\/a>\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001\u624b\u4f5c\u696d\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u4e00\u8cab\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002UXPin\u304cAI\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u81ea\u52d5\u5316\u3092\u52b9\u7387\u5316\u3059\u308b\u4ed5\u7d44\u307f\u3092\u3001\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"using-ai-features-in-uxpin\" tabindex=\"-1\"><a href=\"https:\/\/www.uxpin.com\/jp\/\">UXPin<\/a>\u306b\u304a\u3051\u308bAI\u6a5f\u80fd\u306e\u6d3b\u7528<\/h3>\n<p><img decoding=\"async\" style=\"width: 100%;\" src=\"https:\/\/assets.seobotai.com\/uxpin.com\/688029840c233be3c8530e2a\/598f5a463dfa1bde6262d76b00f58484.jpg\" alt=\"UXPin\" \/><\/p>\n<p>UXPin\u306f\u81ea\u52d5\u5316\u3092\u57fa\u76e4\u306b\u3001\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3068\u7d71\u5408\u3055\u308c\u305f\u30c8\u30fc\u30af\u30f3\u30c4\u30fc\u30eb\u3092\u901a\u3058\u3066\u30c8\u30fc\u30af\u30f3\u7ba1\u7406\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002\u30c7\u30b6\u30a4\u30ca\u30fc\u306f\u30b3\u30d4\u30fc\u30a2\u30f3\u30c9\u30da\u30fc\u30b9\u30c8\u3084JSON\u30d5\u30a1\u30a4\u30eb\u3001CDN\u3078\u306e\u30ea\u30f3\u30af\u3092\u901a\u3058\u3066\u30c8\u30fc\u30af\u30f3\u3092\u7c21\u5358\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002\u8272\u3001\u30d5\u30a9\u30f3\u30c8\u3001\u4f59\u767d\u3001\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u7528\u306e\u30c8\u30fc\u30af\u30f3\u30b5\u30dd\u30fc\u30c8\u3092\u8a08\u753b\u4e2d\u3067\u3042\u308a\u3001UXPin\u306f\u81ea\u52d5\u5316\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u307e\u305f\u3001\u4eba\u6c17\u306e\u30c8\u30fc\u30af\u30f3\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\u3092\u6e96\u5099\u4e2d\u3067\u3001\u30c1\u30fc\u30e0\u306f\u73fe\u5728\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7dad\u6301\u3057\u3064\u3064\u3001AI\u99c6\u52d5\u306e\u81ea\u52d5\u5316\u306e\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>UXPin\u306e\u7279\u9577\u306e\u4e00\u3064\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u3068\u30b3\u30fc\u30c9\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u52b9\u679c\u7684\u306b\u57cb\u3081\u308b<strong>Merge\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/strong>\u3067\u3059\u3002 Larry Sawyer\u6c0f\u306f\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5f71\u97ff\u306b\u3064\u3044\u3066\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u300cUXPin Merge\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5f53\u793e\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6642\u9593\u306f\u7d0450%\u524a\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002\u6570\u5341\u4eba\u306e\u30c7\u30b6\u30a4\u30ca\u30fc\u3068\u6570\u767e\u4eba\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u62b1\u3048\u308b\u4f01\u696d\u898f\u6a21\u306e\u7d44\u7e54\u306b\u304a\u3044\u3066\u3001\u3053\u308c\u304c\u3069\u308c\u3060\u3051\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u3064\u306a\u304c\u308b\u304b\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/p><\/blockquote>\n<p>\u3053\u306e\u52b9\u7387\u6027\u306f\u3001\u30c8\u30fc\u30af\u30f3\u306e\u5b9f\u88c5\u304c\u3088\u308a\u8fc5\u901f\u306b\u306a\u308a\u3001\u5f15\u304d\u7d99\u304e\u6642\u306e\u30a8\u30e9\u30fc\u304c\u6e1b\u5c11\u3059\u308b\u3068\u3044\u3046\u5f62\u3067\u73fe\u308c\u307e\u3059\u3002\u3082\u30461\u3064\u306e\u6ce8\u76ee\u3059\u3079\u304d\u30c4\u30fc\u30eb\u306f\u3001UXPin\u306e<strong>AI\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u30af\u30ea\u30a8\u30a4\u30bf\u30fc<\/strong>\u3067\u3001\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u304b\u3089\u76f4\u63a5<a href=\"https:\/\/uxpin-jp.notion.site\/React-js-86cca4f56eca4f8186e2ab819bbbcf92\">React\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/a>\u3092\u751f\u6210\u3057\u3001\u30c7\u30b6\u30a4\u30f3\u3068\u958b\u767a\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.troweprice.com\/en\/jp\/home\">T. Rowe Price<\/a>\u306e\u30b7\u30cb\u30a2UX\u30c1\u30fc\u30e0\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308bMark Figueiredo\u6c0f\u306f\u3001\u81ea\u8eab\u306e\u7d4c\u9a13\u3092\u6b21\u306e\u3088\u3046\u306b\u8a9e\u308a\u307e\u3057\u305f\u3002<\/p>\n<blockquote><p>\u300c\u4ee5\u524d\u306f\u6570\u65e5\u304b\u304b\u3063\u3066\u3044\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u53ce\u96c6\u304c\u3001\u4eca\u3067\u306f\u6570\u6642\u9593\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002\u30e1\u30fc\u30eb\u306e\u5f80\u5fa9\u3084\u624b\u52d5\u3067\u306e\u4fee\u6b63\u4f5c\u696d\u3092\u7701\u3044\u305f\u3053\u3068\u3067\u7bc0\u7d04\u3067\u304d\u305f\u6642\u9593\u3092\u52a0\u3048\u308b\u3068\u3001\u304a\u305d\u3089\u304f\u6570\u30f6\u6708\u306e\u6642\u9593\u77ed\u7e2e\u306b\u306a\u3063\u305f\u3067\u3057\u3087\u3046\u3002\u300d<\/p><\/blockquote>\n<p>\u307e\u305f\u3001UXPin\u306f\u7d44\u307f\u8fbc\u307f\u306eAI\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u691c\u8a3c\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"integrating-with-cloud-ai-services\" tabindex=\"-1\">\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/h3>\n<p>UXPin\u306f\u3001\u5916\u90e8\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u6a5f\u80fd\u62e1\u5f35\u3092\u5b9f\u73fe\u3057\u3001\u30c8\u30fc\u30af\u30f3\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3055\u3089\u306b\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u3068\u691c\u8a3c\u304c\u91cd\u8996\u3055\u308c\u3001\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u4e00\u8cab\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30c8\u30fc\u30af\u30f3\u306e\u5206\u6790\u3068\u691c\u8a3c\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5206\u6563\u578b\u30c1\u30fc\u30e0\u9593\u306e\u5354\u696d\u3092\u4fc3\u9032\u3057\u3001\u30c7\u30b6\u30a4\u30f3\u304b\u3089\u958b\u767a\u307e\u3067\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u304b\u3064\u52b9\u7387\u7684\u306b\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"pros-and-cons-of-cloud-native-ai-token-automation\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6AI\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6AI\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7c21\u7d20\u5316\u3057\u3001\u30a8\u30e9\u30fc\u3092\u524a\u6e1b\u3057\u307e\u3059\u304c\u3001\u540c\u6642\u306b\u8ab2\u984c\u3082\u4f34\u3044\u307e\u3059\u3002\u30e1\u30ea\u30c3\u30c8\u306f\u660e\u78ba\u3067\u3059\u304c\u3001\u30af\u30e9\u30a6\u30c9\u3067\u306eAI\u5c0e\u5165\u306b\u306f\u3001\u6f5c\u5728\u7684\u306a\u969c\u5bb3\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u614e\u91cd\u306a\u8a08\u753b\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<h3 id=\"key-benefits-of-automation\" tabindex=\"-1\">\u81ea\u52d5\u5316\u306e\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>\u81ea\u52d5\u5316\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u306f\u3001\u6642\u9593\u306e\u7bc0\u7d04\u3067\u3059\u3002\u4ee5\u524d\u306f\u6570\u65e5\u304b\u304b\u3063\u3066\u3044\u305f\u4f5c\u696d\u304c\u3001\u308f\u305a\u304b\u6570\u5206\u3067\u5b8c\u4e86\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001<a href=\"https:\/\/uxpin-jp.notion.site\/68f34df6140e4f5faa7d9b978c1f3ab1\">\u30c7\u30b6\u30a4\u30f3\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3<\/a>\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u6839\u672c\u304b\u3089\u5909\u308f\u308a\u307e\u3057\u305f\u3002\u624b\u4f5c\u696d\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6392\u9664\u3059\u308b\u3053\u3068\u3067\u3001AI\u81ea\u52d5\u5316\u306f\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3057\u3001\u30c1\u30fc\u30e0\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001\u305d\u306e\u91cd\u8981\u6027\u306f\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u52b9\u7387\u5316\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0\u306f\u3088\u308a\u5275\u9020\u7684\u3067\u5f71\u97ff\u529b\u306e\u3042\u308b\u30bf\u30b9\u30af\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 Romina Kavcic\u6c0f\u306f\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u300c\u6700\u3082\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3059\u308b\u30c1\u30fc\u30e0\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u6c7a\u5b9a\u3092\u624b\u52d5\u3067\u30b3\u30fc\u30c9\u306b\u66f8\u304d\u63db\u3048\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u305d\u308c\u3092\u81ea\u52d5\u5316\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002\u300d<\/p><\/blockquote>\n<p>\u3082\u3046\u4e00\u3064\u306e\u5229\u70b9\u306f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3067\u3059\u3002\u81ea\u52d5\u5316\u306f\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u6210\u9577\u3092\u652f\u63f4\u3057\u3001\u4e2d\u898f\u6a21\u306e\u30c1\u30fc\u30e0\u306f\u901a\u5e38\u30012\u5e74\u4ee5\u5185\u306b300%\u3092\u8d85\u3048\u308b\u6295\u8cc7\u56de\u53ce\u7387\uff08ROI\uff09\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u306f\u9ad8\u984d\u306a\u521d\u671f\u6295\u8cc7\u306e\u5fc5\u8981\u6027\u3092\u6392\u9664\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u5229\u7528\u306b\u67d4\u8edf\u306a\u5f93\u91cf\u5236\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"common-challenges-and-solutions\" tabindex=\"-1\">\u4e00\u822c\u7684\u306a\u8ab2\u984c\u3068\u89e3\u6c7a\u7b56<\/h3>\n<p>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6AI\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u306b\u306f\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u3082\u306e\u306e\u3001\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u4e00\u822c\u7684\u306a\u8ab2\u984c\u3068\u305d\u308c\u3089\u306b\u5bfe\u51e6\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff1a<\/strong>AI\u30b7\u30b9\u30c6\u30e0\u306f\u6a5f\u5bc6\u60c5\u5831\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u6700\u512a\u5148\u4e8b\u9805\u3067\u3059\u3002\u30c7\u30fc\u30bf\u8ee2\u9001\u4e2d\u3068\u4fdd\u7ba1\u4e2d\u306e\u4e21\u65b9\u3067\u5f37\u529b\u306a\u6697\u53f7\u5316\u3092\u63a1\u7528\u3057\u3001\u5b9a\u671f\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u3092\u6700\u592764%\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002AI\u306b\u7279\u5316\u3057\u305f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3082\u3001\u76e3\u67fb\u7d50\u679c\u309271%\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u9ad8\u3044\u5c0e\u5165\u30b3\u30b9\u30c8\uff1a<\/strong>\u30af\u30e9\u30a6\u30c9\u4e0a\u3067AI\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u3068\u5c02\u9580\u77e5\u8b58\u306e\u4e21\u65b9\u306b\u591a\u984d\u306e\u6295\u8cc7\u304c\u5fc5\u8981\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u5f93\u91cf\u5236\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u521d\u671f\u30b3\u30b9\u30c8\u3092\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u6280\u8853\u7684\u306a\u8907\u96d1\u3055\u3068\u30b9\u30ad\u30eb\u4e0d\u8db3\uff1a<\/strong>AI\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u4e21\u65b9\u306b\u7cbe\u901a\u3057\u305f\u5c02\u9580\u5bb6\u306e\u4e0d\u8db3\u306f\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u51e6\u3059\u308b\u306b\u306f\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u65bd\u3084\u6226\u7565\u7684\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u306e\u5f62\u6210\u304c\u6709\u52b9\u3067\u3059\u3002<\/li>\n<li><strong>\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\uff1a<\/strong>\u591a\u304f\u306e\u53e4\u3044\u30b7\u30b9\u30c6\u30e0\u306f\u73fe\u4ee3\u306eAI\u30c4\u30fc\u30eb\u3068\u4e92\u63db\u6027\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u6bb5\u968e\u7684\u306a\u7d71\u5408\u6226\u7565\u3068\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3053\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u4e00\u65b9\u3067\u3001\u6df7\u4e71\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8ab2\u984c\uff1a<\/strong>\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u52a0\u3059\u308b\u306b\u3064\u308c\u3001AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u3066\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u9069\u5207\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u5909\u5316\u3059\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5bfe\u5fdc\u3057\u3064\u3064\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3 id=\"comparison-table-of-pros-and-cons\" tabindex=\"-1\">\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u6bd4\u8f03<\/h3>\n<p>\u4ee5\u4e0b\u306b\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6AI\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u7c21\u5358\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<table style=\"width: 100%;\">\n<thead>\n<tr>\n<th>\u30a2\u30b9\u30da\u30af\u30c8<\/th>\n<th>\u5229\u70b9<\/th>\n<th>\u8ab2\u984c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><b>\u6642\u9593\u52b9\u7387<\/b><\/td>\n<td>\u5909\u66f4\u306f\u6570\u5206\u3067\u5c55\u958b<\/td>\n<td>AI\u30cd\u30a4\u30c6\u30a3\u30d6\u30b7\u30b9\u30c6\u30e0\u306e\u5834\u5408\u3001\u521d\u671f\u8a2d\u5b9a\u306b18\u30f6\u6708\u4ee5\u4e0a\u304b\u304b\u308b\u5834\u5408\u3042\u308a<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30b3\u30b9\u30c8\u5f71\u97ff<\/strong><\/td>\n<td>2\u5e74\u4ee5\u5185\u306bROI\u304c300%\u8d85\u3048<\/td>\n<td>\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u5c02\u9580\u77e5\u8b58\u306e\u521d\u671f\u30b3\u30b9\u30c8\u304c\u9ad8\u984d<\/td>\n<\/tr>\n<tr>\n<td><b>\u30a8\u30e9\u30fc\u7ba1\u7406<\/b><\/td>\n<td>\u624b\u52d5\u306b\u3088\u308b\u30a8\u30e9\u30fc\u3092\u524a\u6e1b<\/td>\n<td>\u4f01\u696d\u5411\u3051AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e80%\u306f\u3001\u4e0d\u9069\u5207\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u539f\u56e0\u3067\u5931\u6557<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ea\u30bd\u30fc\u30b9\u914d\u5206<\/strong><\/td>\n<td>\u30af\u30e9\u30a6\u30c9\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u3092\u6700\u9069\u5316<\/td>\n<td>\u6700\u592715\u500d\u306e\u8a08\u7b97\u80fd\u529b\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u3042\u308a<\/td>\n<\/tr>\n<tr>\n<td><b>\u30c1\u30fc\u30e0\u751f\u7523\u6027<\/b><\/td>\n<td>\u4fa1\u5024\u306e\u9ad8\u3044\u30bf\u30b9\u30af\u306b\u6642\u9593\u3092\u78ba\u4fdd<\/td>\n<td>\u8907\u96d1\u3055\u306e\u305f\u3081\u3001\u5c02\u9580\u7684\u306a\u30b9\u30ad\u30eb\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/td>\n<td>\u5805\u56fa\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u308a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fb5\u5bb3\u304c64%\u6e1b\u5c11<\/td>\n<td>\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306b\u306f\u3001\u5805\u7262\u306a\u6697\u53f7\u5316\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u304c\u5fc5\u9808<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong><\/td>\n<td>\u9045\u5ef6\u3068\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u304c2\uff5e5\u500d\u6539\u5584<\/td>\n<td>\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306f\u4e92\u63db\u6027\u306b\u8ab2\u984c\u3092\u62b1\u3048\u308b\u53ef\u80fd\u6027\u3042\u308a<\/td>\n<\/tr>\n<tr>\n<td><b>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/b><\/td>\n<td>\u624b\u9593\u3092\u5897\u3084\u3059\u3053\u3068\u306a\u304f\u6210\u9577<\/td>\n<td>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u306f\u3001\u614e\u91cd\u306a\u8a08\u753b\u304c\u4e0d\u53ef\u6b20<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6AI\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u3092\u63a1\u7528\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u30c1\u30fc\u30e0\u306e\u30cb\u30fc\u30ba\u3068\u9577\u671f\u7684\u306a\u76ee\u6a19\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002\u8ab2\u984c\u306f\u73fe\u5b9f\u306e\u3082\u306e\u3067\u3059\u304c\u3001\u6226\u7565\u7684\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3067\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u73fe\u3059\u308b\u53ef\u80fd\u6027\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n<h2 id=\"conclusion\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">\u307e\u3068\u3081<\/h2>\n<p>\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067AI\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u81ea\u52d5\u5316\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u3092\u3082\u305f\u3089\u3057\u3001\u624b\u52d5\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u5230\u5e95\u53ca\u3070\u306a\u3044\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u62d3\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u9069\u5207\u306b\u69cb\u9020\u5316\u3055\u308c\u305f\u30c8\u30fc\u30af\u30f3\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0\u306f\u30c7\u30b6\u30a4\u30f3\u3068\u958b\u767a\u306e\u6642\u9593\u3092\u9a5a\u7570\u7684\u306a30\uff5e50%\u524a\u6e1b\u3067\u304d\u307e\u3059\u30022026\u5e74\u307e\u3067\u306b\u3001\u7d44\u7e54\u306e80%\u304c\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\u672c\u756a\u74b0\u5883\u3067\u5c0e\u5165\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u304a\u308a\u30012023\u5e74\u306e5%\u672a\u6e80\u304b\u3089\u5927\u5e45\u306a\u98db\u8e8d\u3092\u9042\u3052\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u6570\u5024\u306f\u3001\u5358\u306a\u308b\u52b9\u7387\u5316\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5275\u9020\u7684\u3067\u5f71\u97ff\u529b\u306e\u3042\u308b\u4f5c\u696d\u306b\u7126\u70b9\u3092\u79fb\u3059\u80fd\u529b\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30ea\u30c3\u30c8\u306f\u5358\u306a\u308b\u6642\u9593\u7bc0\u7d04\u3092\u8d85\u3048\u3066\u3044\u307e\u3059\u3002AI\u306f\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30c1\u30fc\u30e0\u3092\u9045\u3089\u305b\u308b\u7169\u96d1\u306a\u30bf\u30b9\u30af\u3001\u4f8b\u3048\u3070\u3001\u4e0d\u6b63\u306a\u8272\u4f7f\u7528\u306e\u691c\u51fa\u3001\u30bf\u30a4\u30dd\u30b0\u30e9\u30d5\u30a3\u30fc\u306e\u554f\u984c\u306e\u7279\u5b9a\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u306e\u4e00\u8cab\u3057\u305f\u30b9\u30da\u30fc\u30b9\u306e\u78ba\u4fdd\u3092\u5f15\u304d\u53d7\u3051\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u306f\u771f\u306b\u91cd\u8981\u306a\u3053\u3068\u306b\u96c6\u4e2d\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u8ab2\u984c\u306e\u89e3\u6c7a\u3068\u610f\u5473\u306e\u3042\u308b\u4f53\u9a13\u306e\u5275\u9020\u306b\u6ce8\u529b\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/www.ideou.com\/\">IDEO U<\/a>\u30c1\u30fc\u30e0\u306f\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u300cAI\u306f\u5275\u9020\u7684\u306a\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3042\u308a\u3001\u3042\u306a\u305f\u306e\u4ee3\u308f\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4eba\u9593\u306e\u76f4\u611f\u3068\u6a5f\u68b0\u306e\u52b9\u7387\u304c\u878d\u5408\u3059\u308b\u6642\u3001\u771f\u306e\u9b54\u6cd5\u304c\u751f\u307e\u308c\u307e\u3059\u3002\u300d<\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306e\u5275\u9020\u7684\u306a\u5229\u70b9\u306b\u52a0\u3048\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u306f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3084<a href=\"https:\/\/www.uxpin.com\/studio\/webinar-category\/collaboration\/\">\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/a>\u3068\u3044\u3063\u305f\u8ffd\u52a0\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u74b0\u5883\u306f\u8fc5\u901f\u306a\u5c55\u958b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u305f\u3068\u30481\u3064\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u6545\u969c\u3057\u3066\u3082\u3001\u5168\u4f53\u7684\u306a<a href=\"https:\/\/www.uxpin.com\/studio\/Design-systems\/\">\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0<\/a>\u304c\u7dad\u6301\u3055\u308c\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>\u4eca\u5f8c\u3001\u6210\u529f\u306f\u614e\u91cd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002AI\u3092\u6d3b\u7528\u3057\u3066\u53cd\u5fa9\u7684\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3057\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u78ba\u4fdd\u3057\u3064\u3064\u3001\u4eba\u9593\u306e\u5275\u9020\u6027\u3092\u4e2d\u6838\u306b\u636e\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306e\u5206\u6790\u3084\u4f53\u9a13\u306e\u6700\u9069\u5316\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002AI\u3068\u4eba\u9593\u306e\u5275\u9020\u6027\u306e\u878d\u5408\u304c\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u306b\u304a\u3051\u308b\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u6700\u9069\u5316\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/mobilabsolutions.com\/\">MobiLab<\/a>\u306eKristina\u6c0f\u306f\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>\u300cMobiLab\u3067\u306f\u3001\u4e00\u5ea6\u3060\u3051\u7269\u4e8b\u3092\u69cb\u7bc9\u3057\u3001\u305d\u306e\u5f8c\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u300d<\/p><\/blockquote>\n<p>\u3053\u306e\u5148\u898b\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30fc\u30e0\u3068\u624b\u4f5c\u696d\u306b\u4f9d\u5b58\u3057\u305f\u30c1\u30fc\u30e0\u3092\u660e\u78ba\u306b\u533a\u5225\u3057\u307e\u3059\u3002 \u4eca\u3053\u305d\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u6642\u3067\u3059\u3002<\/p>\n<h2 id=\"faqs\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<h3 id=\"how-does-ai-help-maintain-accurate-and-consistent-design-tokens-across-platforms\" tabindex=\"-1\" data-faq-q=\"\">AI\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u9593\u3067\u6b63\u78ba\u3067\u4e00\u8cab\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3061\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u3001\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u306e\u7ba1\u7406\u306b\u304a\u3051\u308b\u63a8\u6e2c\u4f5c\u696d\u3092\u6392\u9664\u3057\u3001\u305d\u306e\u5236\u5fa1\u3092\u4e00\u5143\u5316\u3057\u3066\u3001\u3059\u3079\u3066\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u4e00\u8cab\u3057\u3066\u9069\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002AI\u306f\u4e0d\u4e00\u81f4\u306e\u691c\u51fa\u3068\u4fee\u6b63\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u304c\u8ffd\u52a0\u306e\u52aa\u529b\u3092\u8981\u305b\u305a\u306b<a href=\"https:\/\/www.uxpin.com\/studio\/webinars\/beautiful-seams-creating-coherent-experience-across-products\/\">\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0<\/a>\u3092\u7dad\u6301\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7c21\u7d20\u5316\u3068\u624b\u52d5\u66f4\u65b0\u306e\u524a\u6e1b\u306b\u3088\u308a\u3001AI\u306f\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3092\u540c\u671f\u3055\u305b\u3001\u30c7\u30d0\u30a4\u30b9\u3084\u74b0\u5883\u3092\u554f\u308f\u305a\u4e00\u8cab\u3057\u305f\u898b\u305f\u76ee\u3068\u64cd\u4f5c\u6027\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u8cb4\u91cd\u306a\u6642\u9593\u3092\u7bc0\u7d04\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u3068\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n<h3 id=\"what-should-i-consider-when-setting-up-cloud-infrastructure-for-ai-powered-design-token-automation\" tabindex=\"-1\" data-faq-q=\"\">AI\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u69cb\u7bc9\u3059\u308b\u969b\u3001\u3069\u306e\u3088\u3046\u306a\u70b9\u3092\u8003\u616e\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<h2 id=\"setting-up-cloud-infrastructure-for-ai-driven-design-token-automation\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">AI\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u81ea\u52d5\u5316\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u69cb\u7bc9<\/h2>\n<p><a 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