{"id":26799,"date":"2025-03-12T06:00:20","date_gmt":"2025-03-12T13:00:20","guid":{"rendered":"https:\/\/vantiq.com\/?p=26799"},"modified":"2025-04-03T11:58:29","modified_gmt":"2025-04-03T18:58:29","slug":"the-five-biggest-challenges-in-enterprise-ai-adoption","status":"publish","type":"post","link":"https:\/\/vantiq.com\/ja\/blog\/the-five-biggest-challenges-in-enterprise-ai-adoption\/","title":{"rendered":"\u4f01\u696d\u306e\u4eba\u5de5\u77e5\u80fd(AI)\u5c0e\u5165\u306b\u304a\u3051\u308b5\u3064\u306e\u5927\u304d\u306a\u8ab2\u984c"},"content":{"rendered":"<p>AI\u306f\u3001ChatGPT\u3084AlphaGo\u306e\u51fa\u73fe\u3088\u308a\u3082\u305a\u3063\u3068\u524d\u304b\u3089\u3001\u6570\u5341\u5e74\u306b\u308f\u305f\u3063\u3066\u96c6\u56e3\u306e\u60f3\u50cf\u529b\u3092\u6349\u3048\u3066\u304d\u307e\u3057\u305f\u3002 \u30dd\u30c3\u30d7\u30ab\u30eb\u30c1\u30e3\u30fc\u306f\u3001AI\u306e\u6f5c\u5728\u7684\u306a\u5371\u967a\u6027\u3092\u9bae\u660e\u306b\u793a\u3057\u3066\u3044\u307e\u3059 \u2013 2001\u5e74\uff1a\u30b9\u30da\u30fc\u30b9\u30aa\u30c7\u30c3\u30bb\u30a4\u3084\u30a6\u30a9\u30fc\u30b2\u30fc\u30e0\u306a\u3069\u306e\u6620\u753b\u306f\u3001AI\u306e\u6f5c\u5728\u7684\u306a\u5371\u967a\u6027\u3092\u9bae\u3084\u304b\u306b\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002 \u4eca\u65e5\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u60c5\u5831\u7ba1\u7406\u8005(CIO)\u306f\u3001\u8208\u596e\u3068\u6050\u6016\u306e\u4e21\u65b9\u306e\u8907\u96d1\u306a\u72b6\u6cc1\u3092\u69cb\u7bc9\u3057\u3001AI\u304c\u9054\u6210\u3067\u304d\u308b\u3053\u3068\u3068\u305d\u308c\u304c\u3082\u305f\u3089\u3059\u30ea\u30b9\u30af\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u8ab2\u984c\u306b\u306f2\u3064\u306e\u5074\u9762\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067\u306f\u3001\u610f\u56f3\u3057\u306a\u3044\u7d50\u679c\u3092\u751f\u307f\u51fa\u3059\u304b\u3001\u904b\u7528\u3092\u6df7\u4e71\u3055\u305b\u308b\u3088\u3046\u306a\u65b9\u6cd5\u3067AI\u3092\u5c55\u958b\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u3082\u3046\u4e00\u65b9\u3067\u306f\u3001\u7af6\u5408\u4ed6\u793e\u304cAI\u3092\u6d3b\u7528\u3057\u3001\u4f01\u696d\u306e\u512a\u4f4d\u3092\u5360\u3081\u308b\u305f\u3081\u306b\u3001\u4f55\u3082\u3057\u306a\u3044\u3053\u3068\u306e\u5371\u967a\u6027\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u7dca\u5f35\u611f\u306b\u3088\u308a\u3001\u591a\u304f\u306e\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u306f\u7720\u308c\u306a\u3044\u591c\u3092\u904e\u3054\u3057\u3066\u3044\u307e\u3059\u3002 \u554f\u984c\u306f\u4e00\u7dd2\u306b\u8003\u3048\u308b\u3079\u304d\u554f\u984c\u3067\u3059\u3002\u4f01\u696d\u306f\u3001\u89e3\u6c7a\u3059\u308b\u4ee5\u4e0a\u306e\u554f\u984c\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u306a\u304f\u3001AI\u306e\u81a8\u5927\u306a\u53ef\u80fd\u6027\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u304b\uff1f<\/p>\n<p>AI\u306e\u63a1\u7528\u304c\u4f01\u696d\u5168\u4f53\u3067\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u5e83\u7bc4\u56f2\u3067\u610f\u5473\u306e\u3042\u308b\u5c55\u958b\u3092\u59a8\u3052\u308b\u91cd\u8981\u306a\u8ab2\u984c\u304c\u6d6e\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002 AI\u306f\u3001\u6bd4\u8f03\u7684\u30ea\u30b9\u30af\u304c\u4f4e\u3044\u30bf\u30fc\u30b2\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u9032\u6b69\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u304c\u3001\u7d44\u7e54\u306f\u3001\u7279\u306b\u4eba\u9593\u306e\u52b4\u50cd\u529b\u3092\u5408\u7406\u5316\u3057\u5897\u5f37\u3059\u308b\u529b\u3092\u6301\u3064\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI\uff08Agentic AI\uff09\u306b\u304a\u3044\u3066\u3001\u305d\u306e\u5909\u9769\u306e\u53ef\u80fd\u6027\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u3092\u71b1\u671b\u3057\u3066\u3044\u307e\u3059\u3002 \u7dca\u6025\u6027\u306f\u660e\u3089\u304b\u3067\u3059\u3002\u3061\u3087\u3046\u3069\u524d\u56db\u534a\u671f\u3001<a href=\"https:\/\/www.accenture.com\/us-en\">\u30a2\u30af\u30bb\u30f3\u30c1\u30e5\u30a2<\/a>\u306fAI\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u53ce\u76ca\u304c12\u5104\u30c9\u30eb\u306b\u9054\u3057\u305f\u3068\u5831\u544a\u3057\u307e\u3057\u305f\u3002 \u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u6295\u8cc7\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u6210\u529f\u306f\u4f9d\u7136\u3068\u3057\u3066\u6349\u3048\u304c\u305f\u3044\u3082\u306e\u3067\u3042\u308a\u3001<a href=\"https:\/\/www.gartner.com\/en\">\u30ac\u30fc\u30c8\u30ca\u30fc\uff08G<\/a>artner\uff09\u306fAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5931\u6557\u7387\u309285\uff05\u3068\u63a8\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u3067\u306f\u3001\u4f01\u696d\u306eAI\u63a1\u7528\u306b\u5bfe\u3059\u308b5\u3064\u306e\u4e3b\u8981\u306a\u969c\u58c1\u3068\u3001CIO\u304c\u305d\u308c\u3089\u306b\u5bfe\u51e6\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p><strong>1. AI\u306e\u4fe1\u983c\u6027<\/strong><\/p>\n<p>AI\u306e\u5e7b\u899a\u306b\u5bfe\u3059\u308b\u8106\u5f31\u6027\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066\u91cd\u5927\u306a\u61f8\u5ff5\u4e8b\u9805\u3067\u3059\u3002 \u4eba\u6c17\u306e\u3042\u308b\u8a00\u8449\u304c\u305d\u308c\u3092\u3046\u307e\u304f\u8981\u7d04\u3057\u3066\u3044\u307e\u3059\uff1a\u300cAI\u306e\u7b54\u3048\u306f\u3059\u3079\u3066\u5e7b\u899a\u3067\u3059\u304c\u3001\u6642\u306b\u306f\u6b63\u3057\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u300d\u3002 \u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u63a8\u5968\u4e8b\u9805\u3067\u306f\u3001\u308f\u305a\u304b\u306a\u4e0d\u6b63\u78ba\u3055\u306f\u8a31\u5bb9\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u88fd\u9020\u3001\u91d1\u878d\u3001\u533b\u7642\u306a\u3069\u306e\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u696d\u52d9\u306b\u304a\u3051\u308b\u30a8\u30e9\u30fc\u306f\u3001\u30b3\u30b9\u30c8\u306e\u304b\u304b\u308b\u4e2d\u65ad\u3001\u5b89\u5168\u4e0a\u306e\u5371\u967a\u3001\u3055\u3089\u306b\u306f\u4eba\u547d\u306e\u55aa\u5931\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306b\u3001\u4f01\u696d\u306f\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u578bAI\u30e2\u30c7\u30eb\u304b\u3089\u8131\u5374\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u7d44\u7e54\u306f\u3001\u5165\u529b\u304c\u900f\u660e\u6027\u306a\u3057\u306b\u51fa\u529b\u3092\u4f5c\u6210\u3059\u308b\u4e0d\u900f\u660e\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066AI\u3092\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001<strong>AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc<\/strong>\u3092\u5b9f\u88c5\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ec\u30a4\u30e4\u30fc\u306f\u3001AI\u306e\u610f\u601d\u6c7a\u5b9a\u304c\u8aac\u660e\u53ef\u80fd\u3067\u8ffd\u8de1\u53ef\u80fd\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u3068\u6574\u5408\u3059\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u660e\u793a\u7684\u306a\u30eb\u30fc\u30eb\u3001\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3001\u7ba1\u7406\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002 \u4e88\u6e2c\u53ef\u80fd\u6027\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u5f93\u6765\u306eAI\u4fe1\u983c\u6027\u6e2c\u5b9a\u3068\u306f\u7570\u306a\u308a\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u4e3b\u5c0e\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001AI\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u5b9f\u6642\u9593\u3067\u53ef\u8996\u5316\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5373\u5ea7\u306b\u8abf\u6574\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n<p><strong>2. \u30c7\u30fc\u30bf\u500b\u4eba\u60c5\u5831\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/p>\n<p>AI\u30b7\u30b9\u30c6\u30e0\u304c\u4f01\u696d\u5185\u3067\u3088\u308a\u5927\u304d\u306a\u8cac\u4efb\u3092\u62c5\u3046\u306b\u3064\u308c\u3066\u3001\u5927\u91cf\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u5f93\u6765\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u30c7\u30fc\u30bf\u3092\u30aa\u30d5\u30d7\u30ec\u30df\u30b9AI\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u4fe1\u3057\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u7279\u306b\u533b\u7642\u3084\u91d1\u878d\u3001\u653f\u5e9c\u306a\u3069\u306e\u696d\u754c\u3067\u91cd\u5927\u306a\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30ea\u30b9\u30af\u3092\u4f5c\u308a\u51fa\u3057\u307e\u3059\u3002 \u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u7d44\u7e54\u306f\u3001\u3069\u308c\u307b\u3069\u5b89\u5168\u3060\u3068\u3055\u308c\u3066\u3082\u3001\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u306b\u516c\u958b\u3059\u308b\u4f59\u88d5\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>AI\u306e\u672a\u6765\u306f\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304f\u3001AI\u30e2\u30c7\u30eb\u304c\u30d3\u30b8\u30cd\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u4e26\u884c\u3057\u3066\u52d5\u4f5c\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u5185\u3001\u30a8\u30c3\u30b8\u3001\u307e\u305f\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u5c55\u958b\u306b\u3042\u308a\u307e\u3059\u3002 AI\u51e6\u7406\u3092\u5b89\u5168\u306a\u74b0\u5883\u5185\u306b\u7dad\u6301\u3059\u308b\u3053\u3068\u3067\u3001\u7d44\u7e54\u306fAI\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u4e3b\u6a29\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>3. AI\u306e\u4fe1\u983c\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong><\/p>\n<p>\u6982\u5ff5\u5b9f\u8a3c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u4f01\u696d\u5168\u4f53\u306e\u5c55\u958b\u307e\u3067AI\u3092\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u306f\u3001\u8a08\u7b97\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u307b\u3069\u7c21\u5358\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u5805\u7262\u306aAI\u5c55\u958b\u306f\u3001\u5909\u5316\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3001\u5206\u6563\u578b\u3001<strong>\u758e\u7d50\u5408\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u3067\u3042\u308b<\/strong>\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u00b7 <strong>\u5206\u6563AI<\/strong>\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u304c\u8907\u6570\u306e\u5834\u6240\u3067\u540c\u6642\u306b\u5b9f\u884c\u3055\u308c\u3001\u4fe1\u983c\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<p>\u00b7 <strong>\u7de9\u3044\u30ab\u30c3\u30d7\u30ea\u30f3\u30b0<\/strong>\u306b\u3088\u308a\u3001AI\u30b7\u30b9\u30c6\u30e0\u306f\u4eba\u9593\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u3001\u30bb\u30f3\u30b5\u30fc\u3001\u307e\u305f\u306f\u4ed6\u306eAI\u4e3b\u5c0e\u306e\u30d7\u30ed\u30bb\u30b9\u304b\u3089\u306e\u65b0\u3057\u3044\u5165\u529b\u306b\u30b9\u30e0\u30fc\u30ba\u306b\u9069\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u00b7 <strong>\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong>\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u5fdc\u7b54\u6027\u304c\u5b9f\u73fe\u3057\u3001AI\u306f\u4e8b\u524d\u306b\u53b3\u5bc6\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u305f\u30ed\u30b8\u30c3\u30af\u3067\u306f\u306a\u304f\u3001\u30e9\u30a4\u30d6\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u52d5\u7684\u306b\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>AI\u3092\u6b63\u5e38\u306b\u62e1\u5f35\u3059\u308b\u306b\u306f\u3001\u7d44\u7e54\u306f\u7d99\u7d9a\u7684\u306a\u9069\u5fdc\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u975e\u540c\u671f\u306e<strong>\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>\u3092\u63a1\u7528\u3057\u3001AI\u304c\u5fdc\u7b54\u6027\u3092\u7dad\u6301\u3057\u3001\u9032\u5316\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306b\u9069\u5408\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>4. 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