{"id":77317,"date":"2025-12-31T23:46:28","date_gmt":"2025-12-31T14:46:28","guid":{"rendered":"https:\/\/www.marketresearch.co.jp\/insights\/ai-studio-market-mordor\/"},"modified":"2026-03-27T12:19:06","modified_gmt":"2026-03-27T03:19:06","slug":"ai-studio-market-mordor","status":"publish","type":"post","link":"https:\/\/www.marketresearch.co.jp\/insights\/ai-studio-market-mordor\/","title":{"rendered":"AI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834 \u898f\u6a21\u30fb\u30b7\u30a7\u30a2\u5206\u6790 \u2015 \u6210\u9577\u30c8\u30ec\u30f3\u30c9\u30fb\u4e88\u6e2c (2025-2030\u5e74)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/12\/ai-studio-market-1762479264552-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2025\/12\/ai-studio-market-size-image-1765960865610.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">\n    1. \u306f\u3058\u3081\u306b<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          1.1 \u8abf\u67fb\u306e\u524d\u63d0\u6761\u4ef6\u3068\u5e02\u5834\u306e\u5b9a\u7fa9<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          1.2 \u8abf\u67fb\u7bc4\u56f2<\/p>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">\n    2. \u8abf\u67fb\u65b9\u6cd5<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">\n    3. \u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">\n    4. \u5e02\u5834\u6982\u6cc1<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          4.1 \u5e02\u5834\u6982\u8981<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.2 \u5e02\u5834\u306e\u63a8\u9032\u8981\u56e0<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          4.2.1 \u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4f01\u696d\u5c0e\u5165\u306e\u52a0\u901f<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.2 \u30ed\u30fc\u30b3\u30fc\u30c9\u307e\u305f\u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u958b\u767a\u30c4\u30fc\u30eb\u306e\u666e\u53ca<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.3 AI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3078\u306e\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u8cc7\u91d1\u306e\u6025\u5897<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.4 \u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5229\u7528\u53ef\u80fd\u6027\u306e\u62e1\u5927<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.5 \u8cac\u4efb\u3042\u308bAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u91cd\u70b9\u306e\u5f37\u5316<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.2.6 \u30c9\u30e1\u30a4\u30f3\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u5411\u3051\u30d0\u30fc\u30c6\u30a3\u30ab\u30eb\u7279\u5316\u578bAI\u30b9\u30bf\u30b8\u30aa\u306e\u63d0\u4f9b<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          4.3 \u5e02\u5834\u306e\u963b\u5bb3\u8981\u56e0<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          4.3.1 \u30aa\u30f3\u30d7\u30ec\u30df\u30b9AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u9ad8\u3044TCO<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.3.2 \u719f\u7df4\u3057\u305fMLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9650\u3089\u308c\u305f\u53ef\u7528\u6027<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.3.3 \u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u304a\u3088\u3073\u4e3b\u6a29\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u8ab2\u984c<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.3.4 \u65ad\u7247\u5316\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30bb\u30f3\u30b9\u3068IP\u306e\u7af6\u5408<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          4.4 \u7523\u696d\u30d0\u30ea\u30e5\u30fc\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.5 \u898f\u5236\u74b0\u5883<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.6 \u6280\u8853\u7684\u5c55\u671b<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.7 \u30de\u30af\u30ed\u7d4c\u6e08\u8981\u56e0\u306e\u5f71\u97ff<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          4.8 \u30dd\u30fc\u30bf\u30fc\u306e5\u3064\u306e\u529b\u5206\u6790<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          4.8.1 \u65b0\u898f\u53c2\u5165\u8005\u306e\u8105\u5a01<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.8.2 \u4f9b\u7d66\u8005\u306e\u4ea4\u6e09\u529b<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.8.3 \u8cb7\u3044\u624b\u306e\u4ea4\u6e09\u529b<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.8.4 \u4ee3\u66ff\u54c1\u306e\u8105\u5a01<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          4.8.5 \u7af6\u4e89\u4e0a\u306e\u5bfe\u6297\u95a2\u4fc2<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">\n    5. \u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u4e88\u6e2c\uff08\u91d1\u984d\uff09<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          5.1 \u5c55\u958b\u5225<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.1.1 \u30af\u30e9\u30a6\u30c9<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.2 \u30aa\u30f3\u30d7\u30ec\u30df\u30b9<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.1.3 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.2 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.2.1 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u5206\u6790<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.2 \u6a5f\u68b0\u5b66\u7fd2\u3068MLOps<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.3 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.4 \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.2.5 \u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.3 \u7d44\u7e54\u898f\u6a21\u5225<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.3.1 \u5927\u4f01\u696d<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.3.2 \u4e2d\u5c0f\u4f01\u696d<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.4 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.4.1 \u30d8\u30eb\u30b9\u30b1\u30a2\u3068\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.2 \u9280\u884c\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u3001\u4fdd\u967a<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.3 \u5c0f\u58f2\u3068E\u30b3\u30de\u30fc\u30b9<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.4 \u88fd\u9020\u696d\u3068\u7523\u696d<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.5 \u60c5\u5831\u6280\u8853\u3068\u901a\u4fe1<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.4.6 \u305d\u306e\u4ed6\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">\n          5.5 \u5730\u57df\u5225<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          5.5.1 \u5317\u7c73<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.1.1 \u7c73\u56fd<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.1.2 \u30ab\u30ca\u30c0<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.1.3 \u30e1\u30ad\u30b7\u30b3<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.2 \u30e8\u30fc\u30ed\u30c3\u30d1<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.1 \u30c9\u30a4\u30c4<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.2 \u30a4\u30ae\u30ea\u30b9<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.3 \u30d5\u30e9\u30f3\u30b9<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.4 \u30ed\u30b7\u30a2<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.2.5 \u305d\u306e\u4ed6\u306e\u30e8\u30fc\u30ed\u30c3\u30d1<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.3 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.1 \u4e2d\u56fd<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.2 \u65e5\u672c<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.3 \u30a4\u30f3\u30c9<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.4 \u97d3\u56fd<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.5 \u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.3.6 \u305d\u306e\u4ed6\u306e\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.4 \u4e2d\u6771\u3068\u30a2\u30d5\u30ea\u30ab<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.1 \u4e2d\u6771<\/p>\n<\/li>\n<li class=\"toc-level-5\">\n          5.5.4.1.1 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2<\/p>\n<\/li>\n<li class=\"toc-level-5\">\n          5.5.4.1.2 \u30a2\u30e9\u30d6\u9996\u9577\u56fd\u9023\u90a6<\/p>\n<\/li>\n<li class=\"toc-level-5\">\n          5.5.4.1.3 \u305d\u306e\u4ed6\u306e\u4e2d\u6771<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.4.2 \u30a2\u30d5\u30ea\u30ab<\/p>\n<\/li>\n<li class=\"toc-level-5\">\n          5.5.4.2.1 \u5357\u30a2\u30d5\u30ea\u30ab<\/p>\n<\/li>\n<li class=\"toc-level-5\">\n          5.5.4.2.2 \u30a8\u30b8\u30d7\u30c8<\/p>\n<\/li>\n<li class=\"toc-level-5\">\n          5.5.4.2.3 \u305d\u306e\u4ed6\u306e\u30a2\u30d5\u30ea\u30ab<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          5.5.5 \u5357\u7c73<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.5.1 \u30d6\u30e9\u30b8\u30eb<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.5.2 \u30a2\u30eb\u30bc\u30f3\u30c1\u30f3<\/p>\n<\/li>\n<li class=\"toc-level-4\">\n          5.5.5.3 \u305d\u306e\u4ed6\u306e\u5357\u7c73<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">\n    6. \u7af6\u5408\u60c5\u52e2<\/p>\n<ul>\n<li class=\"toc-level-2\">\n          6.1 \u5e02\u5834\u96c6\u4e2d\u5ea6<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          6.2 \u6226\u7565\u7684\u52d5\u304d<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          6.3 \u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790<\/p>\n<\/li>\n<li class=\"toc-level-2\">\n          6.4 \u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\uff08\u30b0\u30ed\u30fc\u30d0\u30eb\u30ec\u30d9\u30eb\u306e\u6982\u8981\u3001\u5e02\u5834\u30ec\u30d9\u30eb\u306e\u6982\u8981\u3001\u30b3\u30a2\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u5229\u7528\u53ef\u80fd\u306a\u8ca1\u52d9\u60c5\u5831\u3001\u6226\u7565\u7684\u60c5\u5831\u3001\u4e3b\u8981\u4f01\u696d\u306e\u5e02\u5834\u30e9\u30f3\u30af\/\u30b7\u30a7\u30a2\u3001\u88fd\u54c1\u3068\u30b5\u30fc\u30d3\u30b9\u3001\u304a\u3088\u3073\u6700\u8fd1\u306e\u52d5\u5411\u3092\u542b\u3080\uff09<\/p>\n<ul>\n<li class=\"toc-level-3\">\n          6.4.1 DataRobot Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.2 H2O.ai Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.3 Dataiku Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.4 RapidMiner Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.5 KNIME AG<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.6 C3.ai Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.7 Anaconda Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.8 Databricks Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.9 Snowflake Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.10 Alteryx Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.11 Palantir Technologies Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.12 BigML Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.13 Domino Data Lab Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.14 SAS Institute Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.15 TIBCO Software Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.16 Amazon Web Services Inc.<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.17 Google LLC<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.18 Microsoft Corporation<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.19 IBM Corporation<\/p>\n<\/li>\n<li class=\"toc-level-3\">\n          6.4.20 Oracle Corporation<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">\n    7. \u5e02\u5834\u6a5f\u4f1a\u3068\u5c06\u6765\u306e\u898b\u901a\u3057<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u306e\u6982\u8981<\/p>\n<p>AI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u306f\u30012025\u5e74\u306b\u306f90.6\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3057\u30012030\u5e74\u306b\u306f38.33%\u306e\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff09\u3067458.9\u5104\u7c73\u30c9\u30eb\u306b\u62e1\u5927\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6025\u901f\u306a\u6210\u9577\u306f\u3001\u4f01\u696d\u304c\u751f\u6210AI\u3092\u5b9f\u7528\u5316\u3057\u3001\u5927\u898f\u6a21\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u6027\u306b\u8feb\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5e83\u7bc4\u306a\u30ea\u30ea\u30fc\u30b9\u306b\u3088\u308b\u958b\u767a\u6642\u9593\u306e\u77ed\u7e2e\u3001\u975e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u30e2\u30c7\u30eb\u69cb\u7bc9\u3092\u53ef\u80fd\u306b\u3059\u308b\u30ed\u30fc\u30b3\u30fc\u30c9\u74b0\u5883\u3078\u306e\u9700\u8981\u306e\u9ad8\u307e\u308a\u3001\u305d\u3057\u3066\u900f\u660e\u6027\u3068\u8cac\u4efb\u3042\u308bAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5bfe\u3059\u308b\u898f\u5236\u5727\u529b\u306e\u5f37\u5316\u3068\u3044\u30463\u3064\u306e\u8981\u56e0\u304c\u53ce\u675f\u3057\u3001\u5e02\u5834\u3092\u727d\u5f15\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5e02\u5834\u306e\u4e3b\u8981\u306a\u52d5\u5411\u3068\u6d1e\u5bdf<\/p>\n<p>\u6210\u9577\u3092\u4fc3\u9032\u3059\u308b\u8981\u56e0\uff1a<\/p>\n<p>1.  \u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4f01\u696d\u5c0e\u5165\u52a0\u901f\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a+8.2%\uff09: 2024\u5e74\u306b\u306f\u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u4f01\u696d\u652f\u51fa\u304c169\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3057\u3001Fortune 500\u4f01\u696d\u306e72%\u304c\u5c11\u306a\u304f\u3068\u30821\u3064\u306e\u672c\u756a\u30e2\u30c7\u30eb\u3092\u904b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u6982\u5ff5\u5b9f\u8a3c\u304b\u3089\u5927\u898f\u6a21\u5c55\u958b\u3078\u306e\u79fb\u884c\u306b\u4f34\u3044\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u306e\u305f\u3081\u306e\u7d71\u5408\u30c4\u30fc\u30eb\u304c\u4e0d\u53ef\u6b20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u7c21\u7d20\u5316\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u80fd\u529b\u306b\u57fa\u3065\u3044\u3066\u30d9\u30f3\u30c0\u30fc\u3092\u8a55\u4fa1\u3057\u3066\u304a\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u90e8\u9580\u306f\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9\u30dd\u30fc\u30bf\u30eb\u3092\u63a8\u9032\u3057\u3001\u30d5\u30eb\u30b9\u30bf\u30c3\u30afAI\u30b9\u30bf\u30b8\u30aa\u306e\u8cfc\u5165\u3092\u4fc3\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n2.  \u30ed\u30fc\u30b3\u30fc\u30c9\/\u30ce\u30fc\u30b3\u30fc\u30c9\u958b\u767a\u30c4\u30fc\u30eb\u306e\u666e\u53ca\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a+6.8%\uff09: 2024\u5e74\u306b\u306f\u30ed\u30fc\u30b3\u30fc\u30c9AI\u30b9\u30a4\u30fc\u30c8\u306e\u5c0e\u5165\u304c\u524d\u5e74\u6bd4127%\u5897\u52a0\u3057\u3001Microsoft Power Platform\u3084Google Vertex AI\u304c\u727d\u5f15\u3057\u3066\u3044\u307e\u3059\u3002\u8996\u899a\u7684\u306a\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b9\u30c8\u304cPython\u306e\u5c02\u9580\u77e5\u8b58\u306a\u3057\u306b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30af\u30eb\u304c\u6570\u30f6\u6708\u304b\u3089\u6570\u9031\u9593\u306b\u77ed\u7e2e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u975e\u6280\u8853\u8005\u306b\u3088\u308b\u30e2\u30c7\u30eb\u69cb\u7bc9\u304c\u5897\u3048\u308b\u306b\u3064\u308c\u3066\u3001\u7d71\u4e00\u3055\u308c\u305f\u76e3\u67fb\u30ed\u30b0\u3001\u81ea\u52d5\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30a2\u30e9\u30fc\u30c8\u3001\u7d44\u307f\u8fbc\u307f\u306e\u30d0\u30a4\u30a2\u30b9\u30c1\u30a7\u30c3\u30af\u304c\u6c42\u3081\u3089\u308c\u3001\u30d9\u30f3\u30c0\u30fc\u306f\u5e02\u6c11\u958b\u767a\u8005\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u4f01\u696d\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u7d71\u5408\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306e\u4e2d\u5c0f\u4f01\u696d\u3067\u9855\u8457\u306a\u50be\u5411\u3067\u3059\u3002<br \/>\n3.  AI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3078\u306e\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u8cc7\u91d1\u306e\u6025\u5897\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a+5.4%\uff09: 2024\u5e74\u306b\u306fAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3078\u306e\u30d9\u30f3\u30c1\u30e3\u30fc\u6295\u8cc7\u304c291\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3057\u3001\u30a4\u30f3\u30d5\u30e9\u304a\u3088\u3073\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u95a2\u9023\u304c\u305d\u306e34%\u3092\u5360\u3081\u307e\u3057\u305f\u3002\u3053\u306e\u8cc7\u91d1\u6d41\u5165\u306f\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u8fc5\u901f\u306a\u5b9f\u884c\u3092\u4fc3\u3057\u3001\u65e2\u5b58\u4f01\u696d\u306b\u65b0\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u8fc5\u901f\u306a\u5c55\u958b\u3068\u4fa1\u683c\u5f15\u304d\u4e0b\u3052\u3092\u5f37\u3044\u3066\u3044\u307e\u3059\u3002Databricks\u3084H2O.ai\u3078\u306e\u5927\u898f\u6a21\u6295\u8cc7\u306f\u3001\u8ca9\u58f2\u90e8\u968a\u306e\u62e1\u5927\u3068\u30d1\u30fc\u30c8\u30ca\u30fc\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6df1\u5316\u3092\u5f8c\u62bc\u3057\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306f\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3084\u88fd\u9020\u696d\u306a\u3069\u306e\u7279\u5b9a\u306e\u5206\u91ce\u306b\u5408\u308f\u305b\u305f\u4e8b\u524d\u8abf\u6574\u6e08\u307f\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30b3\u30cd\u30af\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u5782\u76f4\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3067\u5dee\u5225\u5316\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n4.  \u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5229\u7528\u53ef\u80fd\u6027\u306e\u62e1\u5927\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a+7.1%\uff09: 2024\u5e74\u306b\u306f\u5546\u7528\u5229\u7528\u53ef\u80fd\u306a\u57fa\u76e4\u30e2\u30c7\u30eb\u304c340%\u5897\u52a0\u3057\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30f3\u30c0\u30fc\u306f\u30e2\u30c7\u30eb\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3092\u901a\u3058\u3066200\u4ee5\u4e0a\u306e\u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u65e2\u88fd\u306e\u30e2\u30c7\u30eb\u306f\u3001\u7279\u306b\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3067\u306e\u30ab\u30b9\u30bf\u30e0\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u63a8\u5968\u3055\u308c\u306a\u3044\u898f\u5236\u306e\u53b3\u3057\u3044\u5206\u91ce\u3067\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u3068\u5c55\u958b\u6642\u9593\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u307e\u3059\u3002\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u6c4e\u7528\u30e2\u30c7\u30eb\u3088\u308a\u308240-60%\u9ad8\u3044\u30bf\u30b9\u30af\u7cbe\u5ea6\u3092\u793a\u3057\u3001\u91d1\u878d\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u88fd\u9020\u696d\u3067\u306e\u8fc5\u901f\u306a\u5c0e\u5165\u3092\u4fc3\u9032\u3057\u3066\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u9078\u629e\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u8907\u96d1\u3055\u304c\u5897\u3059\u4e2d\u3001\u6bd4\u8f03\u3092\u81ea\u52d5\u5316\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u5c0f\u578b\u3067\u30ea\u30bd\u30fc\u30b9\u52b9\u7387\u306e\u9ad8\u3044\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u7269\u6d41\u30cf\u30d6\u3001\u5c0f\u58f2\u5e97\u3001\u5de5\u5834\u73fe\u5834\u306a\u3069\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5468\u8fba\u9818\u57df\u306bAI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u3092\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n5.  \u8cac\u4efb\u3042\u308bAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u91cd\u70b9\u5316\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a+4.3%\uff09: \u4f01\u696d\u306fAI\u306e\u502b\u7406\u7684\u5074\u9762\u3068\u898f\u5236\u9075\u5b88\u3092\u91cd\u8996\u3057\u3066\u304a\u308a\u3001\u900f\u660e\u6027\u3001\u516c\u5e73\u6027\u3001\u8aac\u660e\u8cac\u4efb\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u5805\u7262\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n6.  \u30c9\u30e1\u30a4\u30f3\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u5411\u3051\u5782\u76f4\u7279\u5316\u578bAI\u30b9\u30bf\u30b8\u30aa\u63d0\u4f9b\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a+5.9%\uff09: \u7279\u5b9a\u306e\u696d\u754c\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308bAI\u30b9\u30bf\u30b8\u30aa\u304c\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u5c02\u9580\u5bb6\u304c\u3088\u308a\u52b9\u7387\u7684\u306bAI\u3092\u5c0e\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6210\u9577\u3092\u963b\u5bb3\u3059\u308b\u8981\u56e0\uff1a<\/p>\n<p>1.  \u30aa\u30f3\u30d7\u30ec\u30df\u30b9AI\u30a4\u30f3\u30d5\u30e9\u306e\u9ad8TCO\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a-4.7%\uff09: \u4f01\u696d\u30b0\u30ec\u30fc\u30c9\u306eAI\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u8a2d\u7f6e\u306b\u306f280\u4e07\u30c9\u30eb\u304b\u30891240\u4e07\u30c9\u30eb\u304b\u304b\u308a\u3001\u5e74\u9593\u904b\u7528\u8cbb\u7528\u304c\u3055\u3089\u306b35-45%\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u96fb\u529b\u3001\u51b7\u5374\u3001\u5c02\u9580\u30b9\u30bf\u30c3\u30d5\u304c\u7dcf\u6240\u6709\u30b3\u30b9\u30c8\u306b\u8ca2\u732e\u3057\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u304c\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u4e2d\u5805\u5e02\u5834\u306e\u8cfc\u5165\u8005\u3092\u8e8a\u8e87\u3055\u305b\u3066\u3044\u307e\u3059\u3002<br \/>\n2.  \u719f\u7df4\u3057\u305fMLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9650\u3089\u308c\u305f\u53ef\u7528\u6027\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a-6.2%\uff09: 2024\u5e74\u306b\u306f\u3001MLOps\u4eba\u6750\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u52b4\u50cd\u529b\u4e0d\u8db3\u304c\u3001\u8cc7\u683c\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u307e\u305f\u306f\u30a8\u30f3\u30b8\u30cb\u30a21\u4eba\u3042\u305f\u308a4.2\u306e\u7a7a\u5e2d\u306b\u9054\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306f\u5c55\u958b\u3092\u9045\u3089\u305b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30ea\u30b9\u30af\u3092\u9ad8\u3081\u3001\u4f01\u696d\u306b\u30c9\u30ea\u30d5\u30c8\u691c\u51fa\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u5316\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u512a\u5148\u3055\u305b\u3066\u3044\u307e\u3059\u3002<br \/>\n3.  \u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u304a\u3088\u3073\u4e3b\u6a29\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u8ab2\u984c\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a-3.8%\uff09: \u7279\u306b\u30e8\u30fc\u30ed\u30c3\u30d1\u3084\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u3067\u306f\u3001\u30c7\u30fc\u30bf\u304c\u7279\u5b9a\u306e\u5730\u7406\u7684\u5883\u754c\u5185\u306b\u7559\u307e\u308b\u3053\u3068\u3092\u8981\u6c42\u3059\u308b\u898f\u5236\u304c\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u30af\u30e9\u30a6\u30c9\u5c55\u958b\u306b\u8ab2\u984c\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n4.  \u65ad\u7247\u5316\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30bb\u30f3\u30b9\u3068IP\u7af6\u5408\uff08CAGR\u3078\u306e\u5f71\u97ff\u5ea6\uff1a-2.9%\uff09: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u5897\u3048\u308b\u306b\u3064\u308c\u3066\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u8907\u96d1\u3055\u3068\u77e5\u7684\u8ca1\u7523\u6a29\u306e\u7af6\u5408\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30bb\u30b0\u30e1\u30f3\u30c8\u5206\u6790<\/p>\n<p>*   \u5c55\u958b\u5225:<br \/>\n    *   \u30af\u30e9\u30a6\u30c9\u306f2024\u5e74\u306b73.41%\u306e\u53ce\u76ca\u30b7\u30a7\u30a2\u3092\u5360\u3081\u3001GPU\u5bb9\u91cf\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u6469\u64e6\u306e\u306a\u3044\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u9b45\u529b\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n    *   \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f38.87%\u306eCAGR\u3067\u6210\u9577\u3057\u3066\u304a\u308a\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u306e\u30c7\u30fc\u30bf\u30ec\u30b8\u30c7\u30f3\u30b7\u30fc\u3068\u30af\u30e9\u30a6\u30c9\u3067\u306e\u5b9f\u9a13\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3068\u30b3\u30b9\u30c8\u306e\u4e21\u65b9\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<br \/>\n    *   \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306f\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30ed\u30fc\u30ab\u30eb\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u4fdd\u6301\u3059\u308b\u7d44\u7e54\u306b\u3088\u3063\u3066\u3001\u63a7\u3048\u3081\u306a\u304c\u3089\u6226\u7565\u7684\u306a\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225:<br \/>\n    *   \u6a5f\u68b0\u5b66\u7fd2\u3068MLOps\u306f2024\u5e74\u306bAI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u30b7\u30a7\u30a2\u306e39.67%\u3092\u5360\u3081\u3001\u3059\u3079\u3066\u306e\u672c\u756a\u30e2\u30c7\u30eb\u306b\u306f\u5c55\u958b\u3001\u76e3\u8996\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u304c\u5fc5\u8981\u3067\u3042\u308b\u305f\u3081\u3001\u4f9d\u7136\u3068\u3057\u3066\u4e3b\u8981\u306a\u53ce\u76ca\u6e90\u3067\u3059\u3002<br \/>\n    *   \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u306f39.19%\u306eCAGR\u3067\u6210\u9577\u3057\u3066\u304a\u308a\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u5c55\u958b\u3084\u5e97\u8217\u5185\u5206\u6790\u306e\u898f\u6a21\u62e1\u5927\u306b\u4f34\u3044\u3001\u53ce\u76ca\u304c\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n    *   \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306f\u4f01\u696d\u306eAI\u306e\u9854\u3068\u3057\u3066\u6b8b\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u30d3\u30b8\u30e7\u30f3\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3084\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3068\u7d71\u5408\u3055\u308c\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u610f\u601d\u6c7a\u5b9a\u30a8\u30f3\u30b8\u30f3\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u7d44\u7e54\u898f\u6a21\u5225:<br \/>\n    *   \u5927\u4f01\u696d\u306f2024\u5e74\u306e\u652f\u51fa\u306e64.89%\u3092\u5360\u3081\u3001\u9577\u5e74\u306b\u308f\u305f\u308b\u5c02\u9580\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u306e\u69cb\u7bc9\u3068\u3001\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u304b\u3089\u30e2\u30c7\u30eb\u63d0\u4f9b\u307e\u3067\u306e\u8907\u6570\u5e74\u30e9\u30a4\u30bb\u30f3\u30b9\u3078\u306e\u30b3\u30df\u30c3\u30c8\u30e1\u30f3\u30c8\u304c\u80cc\u666f\u306b\u3042\u308a\u307e\u3059\u3002<br \/>\n    *   \u4e2d\u5c0f\u4f01\u696d\uff08SME\uff09\u306f2030\u5e74\u307e\u3067\u306b38.91%\u306eCAGR\u3067\u6700\u3082\u901f\u304f\u6210\u9577\u3057\u3066\u304a\u308a\u3001\u5f93\u91cf\u8ab2\u91d1\u5236\u3001\u30db\u30b9\u30c8\u578b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3001\u30a6\u30a3\u30b6\u30fc\u30c9\u99c6\u52d5\u578b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u521d\u671f\u306e\u969c\u58c1\u3092\u53d6\u308a\u9664\u3044\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225:<br \/>\n    *   \u9280\u884c\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u3001\u4fdd\u967a\uff08BFSI\uff09\u306f2024\u5e74\u306b28.19%\u306e\u30b7\u30a7\u30a2\u3092\u7dad\u6301\u3057\u3001\u30e2\u30c7\u30eb\u30ea\u30b9\u30af\u7ba1\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u65e9\u671f\u63a1\u7528\u3068\u4e0d\u6b63\u5206\u6790\u304b\u3089\u306e\u9ad8\u3044\u30ea\u30bf\u30fc\u30f3\u304c\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n    *   \u5c0f\u58f2\u304a\u3088\u3073E\u30b3\u30de\u30fc\u30b9\u306f39.34%\u306eCAGR\u3067\u6210\u9577\u30c1\u30e3\u30fc\u30c8\u306e\u30c8\u30c3\u30d7\u306b\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u691c\u7d22\u3001\u52d5\u7684\u4fa1\u683c\u8a2d\u5b9a\u3001\u8996\u899a\u7684\u306a\u68da\u76e3\u8996\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3092\u4f7f\u7528\u3057\u3066\u30d0\u30b9\u30b1\u30c3\u30c8\u30b5\u30a4\u30ba\u3092\u5897\u3084\u3057\u3001\u640d\u5931\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<br \/>\n    *   \u30d8\u30eb\u30b9\u30b1\u30a2\u304a\u3088\u3073\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u81e8\u5e8a\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u3084\u4e88\u5f8c\u30e2\u30c7\u30eb\u3092\u5b9f\u9a13\u3057\u3066\u304a\u308a\u3001\u88fd\u9020\u696d\u306f\u4e88\u6e2c\u4fdd\u5b88\u30b9\u30a4\u30fc\u30c8\u3092\u8a66\u9a13\u904b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5730\u57df\u5206\u6790<\/p>\n<p>*   \u5317\u7c73\u306f2024\u5e74\u306e\u53ce\u76ca\u306e42.38%\u3092\u5360\u3081\u3001\u8c4a\u5bcc\u306a\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u3001\u5805\u7262\u306a\u4eba\u6750\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u8cac\u4efb\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u7fa9\u52d9\u3092\u660e\u78ba\u306b\u3059\u308b\u65e9\u671f\u306e\u898f\u5236\u30b7\u30b0\u30ca\u30eb\u304c\u727d\u5f15\u3057\u3066\u3044\u307e\u3059\u3002\u7c73\u56fd\u4f01\u696d\u304c\u652f\u51fa\u3092\u652f\u914d\u3057\u3001\u30ab\u30ca\u30c0\u306f\u8cac\u4efb\u3042\u308bAI\u7814\u7a76\u3067\u512a\u4f4d\u306b\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30e8\u30fc\u30ed\u30c3\u30d1\u306fGDPR\u3068\u4eca\u5f8c\u306eAI\u6cd5\u306b\u5c0e\u304b\u308c\u3001\u7740\u5b9f\u306a\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u30c9\u30a4\u30c4\u306f\u7523\u696d\u5c55\u958b\u3092\u30ea\u30fc\u30c9\u3057\u3001\u82f1\u56fd\u306f\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u3068\u88fd\u85ac\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306f\u3001\u5404\u56fd\u306eAI\u653f\u7b56\u3068\u88fd\u9020\u696d\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306b\u3088\u308a\u3001\u5805\u8abf\u306a\u6210\u9577\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002\u4e2d\u56fd\u306f\u73fe\u5730\u8a9e\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u63a8\u9032\u3057\u3001\u65e5\u672c\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u81ea\u52d5\u8eca\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u3092\u81ea\u52d5\u5316\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u4e2d\u6771\u306f39.26%\u306eCAGR\u3067\u6700\u3082\u901f\u304f\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002\u30bd\u30d6\u30ea\u30f3\u6295\u8cc7\u30d5\u30a1\u30f3\u30c9\u304c\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u30d1\u30a4\u30ed\u30c3\u30c8\u3001\u9280\u884c\u306e\u8fd1\u4ee3\u5316\u3001\u7523\u696d\u306e\u591a\u69d8\u5316\u306b\u8cc7\u91d1\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002UAE\u306e\u9023\u90a6AI\u6226\u7565\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30af\u30ec\u30b8\u30c3\u30c8\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u8cc7\u91d1\u3092\u5272\u308a\u5f53\u3066\u3001AI\u30b9\u30bf\u30b8\u30aa\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u3092\u76f4\u63a5\u88dc\u52a9\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u5357\u7c73\u306f\u30d6\u30e9\u30b8\u30eb\u306e\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u30a8\u30c3\u30b8\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306aAI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u62e1\u5927\u3057\u3001\u7a4f\u3084\u304b\u306a\u52e2\u3044\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30a2\u30d5\u30ea\u30ab\u306e\u901a\u4fe1\u3068\u9271\u696d\u306e\u521d\u671f\u63a1\u7528\u8005\u304c\u3001\u3088\u308a\u5e83\u7bc4\u306a\u5730\u57df\u3067\u306e\u5c0e\u5165\u306e\u57fa\u790e\u3092\u7bc9\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7af6\u4e89\u74b0\u5883<\/p>\n<p>AI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u306f\u4e2d\u7a0b\u5ea6\u306e\u96c6\u4e2d\u5ea6\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b8\u30f3\u30b0\u3001\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u30d0\u30f3\u30c9\u30eb\u3057\u3066\u9867\u5ba2\u3092\u56f2\u3044\u8fbc\u3093\u3067\u3044\u307e\u3059\u304c\u3001\u5c02\u9580\u30d9\u30f3\u30c0\u30fc\u306f\u5782\u76f4IP\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3067\u5dee\u5225\u5316\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002Databricks\u306f\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u5171\u540c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u898f\u5236\u7523\u696d\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u3066\u3044\u307e\u3059\u3002H2O.ai\u306f\u4e2d\u5c0f\u4f01\u696d\u5411\u3051\u306e\u30ed\u30fc\u30b3\u30fc\u30c9\u81ea\u52d5\u5316\u306b\u6ce8\u529b\u3057\u3001DataRobot\u306f\u8fc5\u901f\u306a\u30d1\u30a4\u30ed\u30c3\u30c8\u304b\u3089\u672c\u756a\u3078\u306e\u79fb\u884c\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d9\u30f3\u30c0\u30fc\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e3\u3064\u306e\u6226\u7565\u306b\u96c6\u7d04\u3055\u308c\u307e\u3059\u3002<br \/>\n1.  \u6c34\u5e73\u30b9\u30a4\u30fc\u30c8\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc: \u53d6\u308a\u8fbc\u307f\u304b\u3089\u76e3\u8996\u307e\u3067\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u3092\u30ab\u30d0\u30fc\u3059\u308b\u3053\u3068\u3067\u898f\u6a21\u3092\u8ffd\u6c42\u3057\u307e\u3059\u3002<br \/>\n2.  \u5782\u76f4\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8: \u30c9\u30e1\u30a4\u30f3\u306b\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30d6\u30eb\u30fc\u30d7\u30ea\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u53b3\u683c\u306a\u57fa\u6e96\u3092\u6301\u3064\u30bb\u30af\u30bf\u30fc\u3067\u306e\u5c0e\u5165\u30b5\u30a4\u30af\u30eb\u3092\u77ed\u7e2e\u3057\u307e\u3059\u3002<br \/>\n3.  \u30a8\u30c3\u30b8\u30c7\u30a3\u30b9\u30e9\u30d7\u30bf\u30fc: \u30e2\u30c7\u30eb\u3092\u5c0f\u578b\u5316\u3057\u3001\u30d5\u30a7\u30c7\u30ec\u30fc\u30c6\u30c3\u30c9\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u3066\u3001\u30c7\u30fc\u30bf\u4e3b\u6a29\u306e\u969c\u5bb3\u3068\u5e2f\u57df\u5e45\u306e\u5236\u9650\u3092\u514b\u670d\u3057\u3001\u5de5\u5834\u3084\u5c0f\u58f2\u30c1\u30a7\u30fc\u30f3\u306b\u30a2\u30d4\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<p>\u5dee\u5225\u5316\u306f\u307e\u3059\u307e\u3059\u81ea\u52d5\u5316\u306b\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u81ea\u52d5\u751f\u6210\u3055\u308c\u305f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u30b3\u30fc\u30c9\u63d0\u6848\u3001\u81ea\u5df1\u4fee\u5fa9\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u304cAI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u306e\u30da\u30fc\u30b9\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u306e\u696d\u754c\u52d5\u5411:<\/p>\n<p>*   2025\u5e7410\u6708: Microsoft\u304cAzure Machine Learning Studio\u306b\u81ea\u52d5\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u304a\u3088\u3073\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30d0\u30c3\u30b0\u30c4\u30fc\u30eb\u3092\u8ffd\u52a0\u3057\u3001GPT-4 Turbo\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u5c55\u958b\u30b5\u30dd\u30fc\u30c8\u3092\u5f37\u5316\u3057\u307e\u3057\u305f\u3002<br \/>\n*   2025\u5e749\u6708: Google Cloud\u304cVertex AI Edge Suite\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u4f4e\u96fb\u529b\u306e\u30d3\u30b8\u30e7\u30f3\u304a\u3088\u3073\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5de5\u5834\u73fe\u5834\u3084\u5c0f\u58f2\u5e97\u8217\u306b\u914d\u7f6e\u3057\u300120\u30df\u30ea\u79d2\u672a\u6e80\u306e\u63a8\u8ad6\u3092\u5b9f\u73fe\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3055\u308c\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d0\u30f3\u30c9\u30eb\u3067\u3059\u3002<br \/>\n*   2025\u5e747\u6708: Amazon Web Services\u304c\u30b9\u30da\u30a4\u30f3\u306b\u521d\u306e\u6b27\u5ddeAI\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u5730\u57df\u3092\u958b\u8a2d\u3057\u3001SageMaker\u306e\u9867\u5ba2\u304cEU\u306e\u30c7\u30fc\u30bf\u4e3b\u6a29\u5883\u754c\u5185\u3067\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\n*   2025\u5e743\u6708: IBM\u304cwatsonx Studio Lite\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u4e2d\u5c0f\u4f01\u696d\u304c\u9577\u671f\u5951\u7d04\u306a\u3057\u306b\u30ac\u30d0\u30ca\u30f3\u30b9\u81ea\u52d5\u5316\u3068\u30e2\u30c7\u30eb\u76e3\u8996\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306e\u6599\u91d1\u4f53\u7cfb\u306e\u30c6\u30a3\u30a2\u3067\u3059\u3002<\/p>\n<p>\u4e3b\u8981\u306a\u5e02\u5834\u30d7\u30ec\u30a4\u30e4\u30fc:<\/p>\n<p>*   DataRobot Inc.<br \/>\n*   H2O.ai Inc.<br \/>\n*   Dataiku Inc.<br \/>\n*   RapidMiner Inc.<br \/>\n*   KNIME AG<\/p>\n<p>\u3053\u308c\u3089\u306e\u52d5\u5411\u3068\u7af6\u4e89\u72b6\u6cc1\u306f\u3001AI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u304c\u4eca\u5f8c\u3082\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306b\u9032\u5316\u3057\u3001\u4f01\u696d\u304cAI\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u91cd\u8981\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u30b0\u30ed\u30fc\u30d0\u30ebAI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u5206\u6790\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u5e02\u5834\u306e\u5b9a\u7fa9\u3001\u8abf\u67fb\u7bc4\u56f2\u3001\u8abf\u67fb\u65b9\u6cd5\u3001\u4e3b\u8981\u306a\u5e02\u5834\u52d5\u5411\u3001\u6210\u9577\u4e88\u6e2c\u3001\u7af6\u5408\u72b6\u6cc1\u3001\u304a\u3088\u3073\u5c06\u6765\u306e\u5c55\u671b\u3092\u7db2\u7f85\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u30b9\u30bf\u30b8\u30aa\u5e02\u5834\u306f\u30012025\u5e74\u306e90.6\u5104\u7c73\u30c9\u30eb\u304b\u30892030\u5e74\u306b\u306f458.9\u5104\u7c73\u30c9\u30eb\u3078\u3068\u3001\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff0938.33%\u3067\u5927\u5e45\u306a\u6210\u9577\u3092\u9042\u3052\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6210\u9577\u306f\u3001\u4f01\u696d\u306b\u304a\u3051\u308b\u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5c0e\u5165\u52a0\u901f\u3084\u3001\u30ed\u30fc\u30b3\u30fc\u30c9\u30fb\u30ce\u30fc\u30b3\u30fc\u30c9\u958b\u767a\u30c4\u30fc\u30eb\u306e\u666e\u53ca\u306a\u3069\u3001\u8907\u6570\u306e\u8981\u56e0\u306b\u3088\u3063\u3066\u63a8\u9032\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5e02\u5834\u306e\u4e3b\u306a\u63a8\u9032\u8981\u56e0\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<br \/>\n*   \u4f01\u696d\u306b\u3088\u308b\u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5c0e\u5165\u52a0\u901f<br \/>\n*   \u30ed\u30fc\u30b3\u30fc\u30c9\u307e\u305f\u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u958b\u767a\u30c4\u30fc\u30eb\u306e\u666e\u53ca<br \/>\n*   AI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3078\u306e\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u8cc7\u91d1\u306e\u6025\u5897<br \/>\n*   \u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5229\u7528\u53ef\u80fd\u6027\u306e\u62e1\u5927<br \/>\n*   \u8cac\u4efb\u3042\u308bAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u6ce8\u529b\u5f37\u5316<br \/>\n*   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