{"id":102802,"date":"2026-01-13T15:33:27","date_gmt":"2026-01-13T06:33:27","guid":{"rendered":"https:\/\/www.marketresearch.co.jp\/insights\/aiops-market-mordor\/"},"modified":"2026-10-13T10:29:12","modified_gmt":"2026-10-13T01:29:12","slug":"aiops-market-mordor","status":"publish","type":"post","link":"https:\/\/www.marketresearch.co.jp\/insights\/aiops-market-mordor\/","title":{"rendered":"AIOps \u5e02\u5834\u898f\u6a21\u30fb\u30b7\u30a7\u30a2\u5206\u6790\uff1a\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u3068\u4e88\u6e2c (2025-2030\u5e74)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2026\/01\/aiops-market-1750053502091-major-players-1.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2026\/01\/aiops-market-size-image-1763967796789-1.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">1. \u306f\u3058\u3081\u306b<\/p>\n<ul>\n<li class=\"toc-level-2\">1.1 \u8abf\u67fb\u306e\u524d\u63d0\u3068\u5e02\u5834\u306e\u5b9a\u7fa9<\/li>\n<li class=\"toc-level-2\">1.2 \u8abf\u67fb\u7bc4\u56f2<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">2. \u8abf\u67fb\u65b9\u6cd5<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">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\">4. \u5e02\u5834\u6982\u6cc1<\/p>\n<ul>\n<li class=\"toc-level-2\">4.1 \u5e02\u5834\u6982\u8981<\/li>\n<li class=\"toc-level-2\">4.2 \u5e02\u5834\u306e\u63a8\u9032\u8981\u56e0\n<ul>\n<li class=\"toc-level-3\">4.2.1 AI\u99c6\u52d5\u578b\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u9700\u8981\u306e\u6025\u5897<\/li>\n<li class=\"toc-level-3\">4.2.2 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\/\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3078\u306e\u79fb\u884c<\/li>\n<li class=\"toc-level-3\">4.2.3 MTTR\u306e\u9ad8\u901f\u5316\u3068SRE\u5c0e\u5165\u306e\u5fc5\u8981\u6027<\/li>\n<li class=\"toc-level-3\">4.2.4 \u904b\u7528\u5411\u3051Gen-AI\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8<\/li>\n<li class=\"toc-level-3\">4.2.5 \u30a8\u30c3\u30b8\u3067\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u3092\u53ef\u80fd\u306b\u3059\u308bFPGA\/DPU<\/li>\n<li class=\"toc-level-3\">4.2.6 ESG\u95a2\u9023\u306e\u300c\u30b0\u30ea\u30fc\u30f3\u904b\u7528\u300d\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.3 \u5e02\u5834\u306e\u963b\u5bb3\u8981\u56e0\n<ul>\n<li class=\"toc-level-3\">4.3.1 \u30c4\u30fc\u30eb\u306e\u4e71\u7acb\u3068ROI\u306e\u4e0d\u78ba\u5b9f\u6027<\/li>\n<li class=\"toc-level-3\">4.3.2 AIOps\u306b\u7cbe\u901a\u3057\u305f\u4eba\u6750\u306e\u4e0d\u8db3<\/li>\n<li class=\"toc-level-3\">4.3.3 \u30c7\u30fc\u30bf\u4e3b\u6a29\/AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u8ab2\u984c<\/li>\n<li class=\"toc-level-3\">4.3.4 \u30d9\u30f3\u30c0\u30fc\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30ed\u30c3\u30af\u30a4\u30f3\u306e\u30ea\u30b9\u30af<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/li>\n<li class=\"toc-level-2\">4.5 \u898f\u5236\u74b0\u5883<\/li>\n<li class=\"toc-level-2\">4.6 \u6280\u8853\u7684\u5c55\u671b<\/li>\n<li class=\"toc-level-2\">4.7 \u30dd\u30fc\u30bf\u30fc\u306e5\u3064\u306e\u529b\u5206\u6790\n<ul>\n<li class=\"toc-level-3\">4.7.1 \u4f9b\u7d66\u8005\u306e\u4ea4\u6e09\u529b<\/li>\n<li class=\"toc-level-3\">4.7.2 \u8cb7\u3044\u624b\u306e\u4ea4\u6e09\u529b<\/li>\n<li class=\"toc-level-3\">4.7.3 \u65b0\u898f\u53c2\u5165\u306e\u8105\u5a01<\/li>\n<li class=\"toc-level-3\">4.7.4 \u4ee3\u66ff\u54c1\u306e\u8105\u5a01<\/li>\n<li class=\"toc-level-3\">4.7.5 \u7af6\u4e89\u4e0a\u306e\u5bfe\u6297\u95a2\u4fc2<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.8 \u5e02\u5834\u306b\u5bfe\u3059\u308b\u30de\u30af\u30ed\u7d4c\u6e08\u30c8\u30ec\u30f3\u30c9\u306e\u8a55\u4fa1<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u4e88\u6e2c<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225\n<ul>\n<li class=\"toc-level-3\">5.1.1 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n<li class=\"toc-level-3\">5.1.2 \u30b5\u30fc\u30d3\u30b9<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \u5c55\u958b\u30e2\u30fc\u30c9\u5225\n<ul>\n<li class=\"toc-level-3\">5.2.1 \u30aa\u30f3\u30d7\u30ec\u30df\u30b9<\/li>\n<li class=\"toc-level-3\">5.2.2 \u30af\u30e9\u30a6\u30c9<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \u7d44\u7e54\u898f\u6a21\u5225\n<ul>\n<li class=\"toc-level-3\">5.3.1 \u4e2d\u5c0f\u4f01\u696d<\/li>\n<li class=\"toc-level-3\">5.3.2 \u5927\u4f01\u696d<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225\n<ul>\n<li class=\"toc-level-3\">5.4.1 IT\u30fb\u901a\u4fe1<\/li>\n<li class=\"toc-level-3\">5.4.2 BFSI<\/li>\n<li class=\"toc-level-3\">5.4.3 \u30d8\u30eb\u30b9\u30b1\u30a2<\/li>\n<li class=\"toc-level-3\">5.4.4 \u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9<\/li>\n<li class=\"toc-level-3\">5.4.5 \u30e1\u30c7\u30a3\u30a2\u30fb\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8<\/li>\n<li class=\"toc-level-3\">5.4.6 \u88fd\u9020\u696d<\/li>\n<li class=\"toc-level-3\">5.4.7 \u653f\u5e9c\u30fb\u516c\u5171\u90e8\u9580<\/li>\n<li class=\"toc-level-3\">5.4.8 \u305d\u306e\u4ed6<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \u5730\u57df\u5225\n<ul>\n<li class=\"toc-level-3\">5.5.1 \u5317\u7c73<\/li>\n<li class=\"toc-level-4\">5.5.1.1 \u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.1.2 \u30ab\u30ca\u30c0<\/li>\n<li class=\"toc-level-4\">5.5.1.3 \u30e1\u30ad\u30b7\u30b3<\/li>\n<li class=\"toc-level-3\">5.5.2 \u5357\u7c73<\/li>\n<li class=\"toc-level-4\">5.5.2.1 \u30d6\u30e9\u30b8\u30eb<\/li>\n<li class=\"toc-level-4\">5.5.2.2 \u30a2\u30eb\u30bc\u30f3\u30c1\u30f3<\/li>\n<li class=\"toc-level-4\">5.5.2.3 \u305d\u306e\u4ed6\u306e\u5357\u7c73\u8af8\u56fd<\/li>\n<li class=\"toc-level-3\">5.5.3 \u30e8\u30fc\u30ed\u30c3\u30d1<\/li>\n<li class=\"toc-level-4\">5.5.3.1 \u30c9\u30a4\u30c4<\/li>\n<li class=\"toc-level-4\">5.5.3.2 \u30a4\u30ae\u30ea\u30b9<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \u30d5\u30e9\u30f3\u30b9<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \u305d\u306e\u4ed6\u306e\u30e8\u30fc\u30ed\u30c3\u30d1\u8af8\u56fd<\/li>\n<li class=\"toc-level-3\">5.5.4 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b<\/li>\n<li class=\"toc-level-4\">5.5.4.1 \u4e2d\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.4.2 \u30a4\u30f3\u30c9<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \u65e5\u672c<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \u97d3\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.4.5 \u305d\u306e\u4ed6\u306e\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u8af8\u56fd<\/li>\n<li class=\"toc-level-3\">5.5.5 \u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab<\/li>\n<li class=\"toc-level-4\">5.5.5.1 \u4e2d\u6771<\/li>\n<li class=\"toc-level-5\">5.5.5.1.1 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2<\/li>\n<li class=\"toc-level-5\">5.5.5.1.2 \u30a2\u30e9\u30d6\u9996\u9577\u56fd\u9023\u90a6<\/li>\n<li class=\"toc-level-5\">5.5.5.1.3 \u305d\u306e\u4ed6\u306e\u4e2d\u6771\u8af8\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \u30a2\u30d5\u30ea\u30ab<\/li>\n<li class=\"toc-level-5\">5.5.5.2.1 \u5357\u30a2\u30d5\u30ea\u30ab<\/li>\n<li class=\"toc-level-5\">5.5.5.2.2 \u30ca\u30a4\u30b8\u30a7\u30ea\u30a2<\/li>\n<li class=\"toc-level-5\">5.5.5.2.3 \u305d\u306e\u4ed6\u306e\u30a2\u30d5\u30ea\u30ab\u8af8\u56fd<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \u7af6\u4e89\u74b0\u5883<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \u5e02\u5834\u96c6\u4e2d\u5ea6<\/li>\n<li class=\"toc-level-2\">6.2 \u6226\u7565\u7684\u52d5\u5411<\/li>\n<li class=\"toc-level-2\">6.3 \u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790<\/li>\n<li class=\"toc-level-2\">6.4 \u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb (\u30b0\u30ed\u30fc\u30d0\u30eb\u6982\u8981\u3001\u5e02\u5834\u6982\u8981\u3001\u4e3b\u8981\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u8ca1\u52d9\u60c5\u5831\u3001\u6226\u7565\u60c5\u5831\u3001\u5e02\u5834\u30e9\u30f3\u30ad\u30f3\u30b0\u3001\u88fd\u54c1\u3068\u30b5\u30fc\u30d3\u30b9\u3001\u6700\u8fd1\u306e\u52d5\u5411\u3092\u542b\u3080)\n<ul>\n<li class=\"toc-level-3\">6.4.1 IBM<\/li>\n<li class=\"toc-level-3\">6.4.2 Cisco (AppDynamics)<\/li>\n<li class=\"toc-level-3\">6.4.3 Splunk<\/li>\n<li class=\"toc-level-3\">6.4.4 Dynatrace<\/li>\n<li class=\"toc-level-3\">6.4.5 Broadcom (incl. VMware, CA)<\/li>\n<li class=\"toc-level-3\">6.4.6 BMC<\/li>\n<li class=\"toc-level-3\">6.4.7 BigPanda<\/li>\n<li class=\"toc-level-3\">6.4.8 Moogsoft<\/li>\n<li class=\"toc-level-3\">6.4.9 Elastic<\/li>\n<li class=\"toc-level-3\">6.4.10 New Relic<\/li>\n<li class=\"toc-level-3\">6.4.11 Datadog<\/li>\n<li class=\"toc-level-3\">6.4.12 PagerDuty<\/li>\n<li class=\"toc-level-3\">6.4.13 ServiceNow (Loom Systems)<\/li>\n<li class=\"toc-level-3\">6.4.14 ExtraHop<\/li>\n<li class=\"toc-level-3\">6.4.15 StackState<\/li>\n<li class=\"toc-level-3\">6.4.16 OpsRamp<\/li>\n<li class=\"toc-level-3\">6.4.17 Juniper (Mist AI)<\/li>\n<li class=\"toc-level-3\">6.4.18 Microsoft Azure Monitor<\/li>\n<li class=\"toc-level-3\">6.4.19 Amazon DevOps Guru<\/li>\n<li class=\"toc-level-3\">6.4.20 Google Cloud AIOps (Operations Suite)<\/li>\n<li class=\"toc-level-3\">6.4.21 SolarWinds<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">7. \u5e02\u5834\u6a5f\u4f1a\u3068\u5c06\u6765\u5c55\u671b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AIOps\u5e02\u5834\u898f\u6a21\u3001\u9700\u8981\u3001\u30b7\u30a7\u30a2\u5206\u6790\u304a\u3088\u3073\u4e88\u6e2c\u30ec\u30dd\u30fc\u30c82030<\/p>\n<p>\u672c\u30ec\u30dd\u30fc\u30c8\u306f\u3001AIOps\uff08Artificial Intelligence for IT Operations\uff09\u5e02\u5834\u306e\u73fe\u72b6\u3068\u5c06\u6765\u4e88\u6e2c\u306b\u3064\u3044\u3066\u8a73\u7d30\u306b\u5206\u6790\u3057\u305f\u3082\u306e\u3067\u3059\u3002AIOps\u5e02\u5834\u306f\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\uff08\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30b5\u30fc\u30d3\u30b9\uff09\u3001\u5c55\u958b\u30e2\u30fc\u30c9\uff08\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3001\u30af\u30e9\u30a6\u30c9\uff09\u3001\u7d44\u7e54\u898f\u6a21\uff08\u4e2d\u5c0f\u4f01\u696d\u3001\u5927\u4f01\u696d\uff09\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\uff08IT\u30fb\u901a\u4fe1\u3001BFSI\u306a\u3069\uff09\u3001\u304a\u3088\u3073\u5730\u57df\u5225\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u5e02\u5834\u4e88\u6e2c\u306f\u91d1\u984d\uff08USD\uff09\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5e02\u5834\u6982\u8981<\/p>\n<p>AIOps\u5e02\u5834\u306f\u30012025\u5e74\u306b164.2\u5104\u7c73\u30c9\u30eb\u30012030\u5e74\u306b\u306f366.0\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u304a\u308a\u30012025\u5e74\u304b\u30892030\u5e74\u307e\u3067\u306eCAGR\uff08\u5e74\u5e73\u5747\u6210\u9577\u7387\uff09\u306f17.39%\u3068\u898b\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u304c\u6700\u3082\u6025\u901f\u306b\u6210\u9577\u3059\u308b\u5e02\u5834\u3067\u3042\u308a\u3001\u5317\u7c73\u304c\u6700\u5927\u306e\u5e02\u5834\u3067\u3059\u3002\u5e02\u5834\u306e\u96c6\u4e2d\u5ea6\u306f\u4e2d\u7a0b\u5ea6\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f01\u696d\u304c\u8907\u96d1\u306a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u3001\u5897\u5927\u3059\u308b\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u30c7\u30fc\u30bf\u3001\u904b\u7528\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u30b5\u30fc\u30d3\u30b9\u56de\u5fa9\u529b\u5411\u4e0a\u3078\u306e\u5727\u529b\u306b\u76f4\u9762\u3059\u308b\u4e2d\u3001AIOps\u306e\u9700\u8981\u306f\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u30d9\u30f3\u30c0\u30fc\u306f\u3001\u5f93\u6765\u306e\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u7d44\u307f\u8fbc\u307f\u3001\u30ce\u30a4\u30ba\u524a\u6e1b\u3001\u6839\u672c\u539f\u56e0\u306e\u8fc5\u901f\u306a\u7279\u5b9a\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u6700\u9069\u5316\u3092\u53ef\u80fd\u306b\u3059\u308b\u81ea\u5f8b\u7684\u306a\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u3092\u81a8\u3089\u307e\u305b\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u9045\u3089\u305b\u308b\u65ad\u7247\u7684\u306a\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u306b\u4f01\u696d\u304c\u75b2\u5f0a\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u7d71\u5408\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u6d88\u8cbb\u30d9\u30fc\u30b9\u306e\u4fa1\u683c\u8a2d\u5b9a\u3084OpenTelemetry\u306e\u3088\u3046\u306a\u30aa\u30fc\u30d7\u30f3\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3082\u53c2\u5165\u969c\u58c1\u3092\u4e0b\u3052\u3001\u4e2d\u5c0f\u4f01\u696d\uff08SME\uff09\u306e\u5c0e\u5165\u3092\u4fc3\u9032\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e3b\u8981\u306a\u30ec\u30dd\u30fc\u30c8\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n<p>*   \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225: \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f2024\u5e74\u306b\u53ce\u76ca\u306e82.4%\u3092\u5360\u3081\u300117.5%\u306eCAGR\u3067\u6210\u9577\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u4f01\u696d\u304c\u5b9f\u88c5\u306e\u5c02\u9580\u77e5\u8b58\u3092\u6c42\u3081\u308b\u306b\u3064\u308c\u3066\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u5c55\u958b\u30e2\u30fc\u30c9\u5225: \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306f2024\u5e74\u306b56.2%\u3068\u6700\u5927\u306e\u30b7\u30a7\u30a2\u3092\u7dad\u6301\u3057\u307e\u3057\u305f\u304c\u3001\u30af\u30e9\u30a6\u30c9\u306f2030\u5e74\u307e\u3067\u306b18.7%\u306eCAGR\u3067\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u7d44\u7e54\u898f\u6a21\u5225: \u5927\u4f01\u696d\u304c2024\u5e74\u306e\u9700\u8981\u306e72.2%\u3092\u727d\u5f15\u3057\u307e\u3057\u305f\u304c\u3001SME\u30bb\u30b0\u30e1\u30f3\u30c8\u306f18.9%\u306eCAGR\u3067\u6700\u3082\u6025\u901f\u306b\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5225: BFSI\uff08\u9280\u884c\u30fb\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u30fb\u4fdd\u967a\uff09\u30bb\u30af\u30bf\u30fc\u306f2024\u5e74\u306bAIOps\u5e02\u5834\u30b7\u30a7\u30a2\u306e26.5%\u3092\u5360\u3081\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u306f2030\u5e74\u307e\u3067\u306b17.8%\u306eCAGR\u3067\u6210\u9577\u3059\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002<br \/>\n*   \u5730\u57df\u5225: \u5317\u7c73\u304c2024\u5e74\u306b38.2%\u306e\u53ce\u76ca\u3067\u5e02\u5834\u3092\u30ea\u30fc\u30c9\u3057\u307e\u3057\u305f\u304c\u3001\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306f2030\u5e74\u307e\u306719.2%\u306eCAGR\u3067\u6210\u9577\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30b0\u30ed\u30fc\u30d0\u30ebAIOps\u5e02\u5834\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u6d1e\u5bdf\uff08\u63a8\u9032\u8981\u56e0\uff09<\/p>\n<p>AIOps\u5e02\u5834\u306e\u6210\u9577\u3092\u727d\u5f15\u3059\u308b\u4e3b\u306a\u8981\u56e0\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<p>*   AI\u99c6\u52d5\u578b\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u9700\u8981\u306e\u6025\u5897\uff08CAGR\u3078\u306e\u5f71\u97ff: +3.2%\uff09: \u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u30c7\u30fc\u30bf\u91cf\u304c\u65e5\u3005\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306b\u9054\u3057\u3001\u5f93\u6765\u306e\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306eAIOps\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30ed\u30b0\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c8\u30ec\u30fc\u30b9\u3092\u76f8\u95a2\u3055\u305b\u308b\u3053\u3068\u3067\u30a2\u30e9\u30fc\u30c8\u30ce\u30a4\u30ba\u3092\u6700\u592775%\u524a\u6e1b\u3057\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u3088\u3046\u306a\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u5206\u91ce\u3067\u306f\u3001\u5358\u4e00\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u7d71\u5408\u5f8c\u3001\u30e1\u30a4\u30f3\u30d5\u30ec\u30fc\u30e0\u30bf\u30b9\u30af\u306e99%\u81ea\u52d5\u5316\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30e2\u30ce\u30ea\u30b9\u306e10\u500d\u306e\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u73fe\u4ee3\u306b\u304a\u3044\u3066\u3001\u624b\u52d5\u3067\u306e\u30c8\u30ea\u30a2\u30fc\u30b8\u306f\u975e\u73fe\u5b9f\u7684\u3067\u3042\u308a\u3001\u3053\u306e\u6a5f\u80fd\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002<br \/>\n*   \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\/\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3078\u306e\u79fb\u884c\uff08CAGR\u3078\u306e\u5f71\u97ff: +2.8%\uff09: \u7d0482%\u306e\u4f01\u696d\u304c\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6226\u7565\u3092\u63a1\u7528\u3057\u300192%\u304c\u8907\u6570\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u3092\u5229\u7528\u3057\u3066\u304a\u308a\u3001\u53ef\u8996\u6027\u306e\u65ad\u7247\u5316\u3068\u591a\u69d8\u306aAPI\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u307e\u3059\u300245%\u306e\u4f01\u696d\u304c\u3059\u3067\u306bAIOps\u3092\u5c55\u958b\u3057\u3066\u76e3\u8996\u3092\u7d71\u5408\u3057\u3066\u304a\u308a\u3001\u65e9\u671f\u5c0e\u5165\u4f01\u696d\u306f\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u76f8\u95a2\u306e\u81ea\u52d5\u5316\u5f8c\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u89e3\u6c7a\u304c38%\u901f\u304f\u306a\u3063\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u652f\u51fa\u304c\u5897\u52a0\u3059\u308b\u4e2d\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308b\u30ea\u30bd\u30fc\u30b9\u6700\u9069\u5316\u306f\u7d4c\u55b6\u5c64\u306e\u512a\u5148\u4e8b\u9805\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n*   MTTR\uff08\u5e73\u5747\u5fa9\u65e7\u6642\u9593\uff09\u306e\u77ed\u7e2e\u3068SRE\uff08\u30b5\u30a4\u30c8\u4fe1\u983c\u6027\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff09\u5c0e\u5165\u306e\u5fc5\u8981\u6027\uff08CAGR\u3078\u306e\u5f71\u97ff: +2.1%\uff09: SRE\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306f\u3001\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u691c\u51fa\u3068\u81ea\u52d5\u5316\u3055\u308c\u305f\u4fee\u5fa9\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002AIOps\u30c4\u30fc\u30eb\u306fMTTR\u3092\u77ed\u7e2e\u3057\u3001\u88fd\u9020\u696d\u306e65%\u304c\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5c0e\u5165\u5f8c\u306bMTTR\u306e\u6539\u5584\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002\u6839\u672c\u539f\u56e0\u5206\u6790\u3068\u4fee\u5fa9\u30e9\u30f3\u30d6\u30c3\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u6280\u8853\u306f\u4e2d\u898f\u6a21\u4f01\u696d\u3067\u306eSRE\u5c0e\u5165\u3092\u59a8\u3052\u3066\u3044\u305f\u5c02\u9580\u77e5\u8b58\u306e\u969c\u58c1\u3092\u4f4e\u6e1b\u3057\u307e\u3059\u3002<br \/>\n*   \u904b\u7528\u5411\u3051Gen-AI\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\uff08CAGR\u3078\u306e\u5f71\u97ff: +1.9%\uff09: \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3092\u89e3\u91c8\u3057\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u30e9\u30f3\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306e\u66f4\u65b0\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002Microsoft Security Copilot\u306f\u3001\u7a3c\u50cd\u958b\u59cb\u304b\u3089\u308f\u305a\u304b3\u30f6\u6708\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306eMTTR\u309230.13%\u524a\u6e1b\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\u306f\u3001\u30b3\u30a2AIOps\u76f8\u95a2\u30a8\u30f3\u30b8\u30f3\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f1a\u8a71\u578b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u81ea\u5f8b\u7684\u306a\u4fee\u5fa9\u30c8\u30ea\u30ac\u30fc\u306b\u3088\u308a\u3001\u5c11\u4eba\u6570\u306e\u30c1\u30fc\u30e0\u3067\u3088\u308a\u5927\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u6291\u5236\u8981\u56e0<\/p>\n<p>\u5e02\u5834\u306e\u6210\u9577\u3092\u59a8\u3052\u308b\u4e3b\u306a\u8981\u56e0\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<p>*   \u30c4\u30fc\u30eb\u4e71\u7acb\u3068ROI\u306e\u4e0d\u78ba\u5b9f\u6027\uff08CAGR\u3078\u306e\u5f71\u97ff: -2.1%\uff09: \u591a\u304f\u306e\u7d44\u7e54\u304c\u4f9d\u7136\u3068\u3057\u30665\u3064\u4ee5\u4e0a\u306e\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u4f75\u7528\u3057\u3066\u304a\u308a\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u65ad\u7247\u5316\u3055\u308c\u3001\u5bfe\u5fdc\u304c\u9045\u308c\u3066\u3044\u307e\u3059\u3002AIOps\u304c\u7d04\u675f\u3059\u308b\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u524d\u306b\u7d71\u5408\u30b3\u30b9\u30c8\u304c\u5897\u52a0\u3059\u308b\u305f\u3081\u3001\u7d4c\u55b6\u5c64\u306e\u5c0e\u5165\u3078\u306e\u8e8a\u8e87\u304c\u751f\u3058\u3066\u3044\u307e\u3059\u3002<br \/>\n*   AIOps\u306b\u7cbe\u901a\u3057\u305f\u4eba\u6750\u306e\u4e0d\u8db3\uff08CAGR\u3078\u306e\u5f71\u97ff: -1.8%\uff09: AI\u3068IT\u904b\u7528\u304c\u4ea4\u5dee\u3059\u308b\u5206\u91ce\u3067\u306f\u3001\u5e0c\u5c11\u306a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u306e\u516c\u7684\u6a5f\u95a2\u306f\u3001\u8cc7\u683c\u306e\u3042\u308b\u5c02\u9580\u5bb6\u3092\u52df\u96c6\u3067\u304d\u306a\u3044\u5272\u5408\u304c76%\u306b\u4e0a\u308b\u3068\u6307\u6458\u3057\u3066\u304a\u308a\u3001\u5c0e\u5165\u30b5\u30a4\u30af\u30eb\u304c\u9577\u671f\u5316\u3057\u3001\u7d66\u4e0e\u304c\u9ad8\u9a30\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30c7\u30fc\u30bf\u4e3b\u6a29\/AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u969c\u58c1\uff08CAGR\u3078\u306e\u5f71\u97ff: -1.3%\uff09: \u6b27\u5dde\u304c\u898f\u5236\u5727\u529b\u3092\u30ea\u30fc\u30c9\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u4e3b\u6a29\u3084AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306b\u95a2\u3059\u308b\u53b3\u683c\u306a\u8981\u4ef6\u304c\u5e02\u5834\u306e\u6210\u9577\u3092\u6291\u5236\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n*   \u30d9\u30f3\u30c0\u30fc\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30ed\u30c3\u30af\u30a4\u30f3\u306e\u30ea\u30b9\u30af\uff08CAGR\u3078\u306e\u5f71\u97ff: -0.9%\uff09: \u30d9\u30f3\u30c0\u30fc\u72ec\u81ea\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u900f\u660e\u6027\u306e\u6b20\u5982\u3084\u3001\u7279\u5b9a\u306e\u30d9\u30f3\u30c0\u30fc\u3078\u306e\u30ed\u30c3\u30af\u30a4\u30f3\u306e\u30ea\u30b9\u30af\u306f\u3001\u4f01\u696d\u304cAIOps\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u61f8\u5ff5\u4e8b\u9805\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30bb\u30b0\u30e1\u30f3\u30c8\u5206\u6790<\/p>\n<p>*   \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225: \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u512a\u4f4d\u6027\u304c\u7d71\u5408\u3092\u63a8\u9032<br \/>\n    \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u88fd\u54c1\u306f2024\u5e74\u306e\u53ce\u76ca\u306e82.4%\u3092\u5360\u3081\u3001\u7d71\u5408\u3055\u308c\u305f\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u53d6\u308a\u8fbc\u307f\u3068\u5206\u6790\u304c\u30dd\u30a4\u30f3\u30c8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u898b\u65b9\u3092\u88cf\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u306f\u6b8b\u308a\u306e17.6%\u3092\u5360\u3081\u3001\u8cfc\u5165\u8005\u306f\u69cb\u6210\u3001\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u5909\u66f4\u7ba1\u7406\u306e\u652f\u63f4\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\u5358\u4e00\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u304c\u300c\u30b9\u30a6\u30a3\u30d9\u30eb\u30c1\u30a7\u30a2\u75b2\u52b4\u300d\u3092\u8efd\u6e1b\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u30eb\u30fc\u30d7\u3092\u52a0\u901f\u3055\u305b\u308b\u3053\u3068\u304c\u4f01\u696d\u306b\u3088\u3063\u3066\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d9\u30f3\u30c0\u30fc\u306f\u3001\u30d5\u30a7\u30c7\u30ec\u30fc\u30c6\u30c3\u30c9\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u901a\u3058\u3066\u9032\u5316\u3059\u308b\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u8fbc\u307f\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u691c\u51fa\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u5c55\u958b\u30e2\u30fc\u30c9\u5225: \u30af\u30e9\u30a6\u30c9\u306e\u52a0\u901f\u304c\u904b\u7528\u3092\u518d\u69cb\u7bc9<br \/>\n    \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u5c55\u958b\u306f\u3001\u91d1\u878d\u3084\u653f\u5e9c\u306b\u304a\u3051\u308b\u53b3\u683c\u306a\u30c7\u30fc\u30bf\u5e38\u99d0\u898f\u5247\u306b\u3088\u308a\u30012024\u5e74\u306b56.2%\u306e\u30b7\u30a7\u30a2\u3092\u7dad\u6301\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u30af\u30e9\u30a6\u30c9\u30bb\u30b0\u30e1\u30f3\u30c8\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u3092\u30aa\u30d5\u30ed\u30fc\u30c9\u3059\u308b\u4f7f\u7528\u91cf\u30d9\u30fc\u30b9\u306e\u5951\u7d04\u306b\u8cfc\u5165\u8005\u304c\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3066\u30012030\u5e74\u307e\u3067\u306b18.7%\u306eCAGR\u3067\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\u304c\u6982\u5ff5\u5b9f\u8a3c\u306e\u8b70\u8ad6\u3092\u652f\u914d\u3057\u3066\u304a\u308a\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306f\u30aa\u30f3\u30b5\u30a4\u30c8\u306b\u7559\u3081\u3064\u3064\u3001\u30af\u30e9\u30a6\u30c9\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u304c\u5927\u898f\u6a21\u306a\u76f8\u95a2\u3068\u63a8\u8ad6\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n*   \u7d44\u7e54\u898f\u6a21\u5225: \u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u3092\u901a\u3058\u305fSME\u306e\u5c0e\u5165\u52a0\u901f<br \/>\n    \u5927\u4f01\u696d\u306f2024\u5e74\u306e\u9700\u8981\u306e72.2%\u3092\u751f\u6210\u3057\u3001\u3088\u308a\u6df1\u3044\u81ea\u52d5\u5316\u3001\u81ea\u5df1\u4fee\u5fa9\u3001\u76e3\u67fb\u8a3c\u8de1\u306b\u5411\u3051\u305f\u6a5f\u80fd\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u63a8\u9032\u3057\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001SME\u5c64\u306f\u3001\u30d9\u30f3\u30c0\u30fc\u304c\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u30ac\u30a4\u30c9\u4ed8\u304d\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u30d5\u30ed\u30fc\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3059\u308b\u306b\u3064\u308c\u3066\u300118.9%\u306eCAGR\u3067\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30b3\u30fc\u30c9\u30b3\u30cd\u30af\u30bf\u3068\u4e8b\u524d\u69cb\u7bc9\u6e08\u307f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308a\u3001\u5c0f\u898f\u6a21\u306aIT\u30c1\u30fc\u30e0\u3067\u3082\u6570\u65e5\u3067\u5c55\u958b\u3067\u304d\u3001\u7279\u6ce8\u306e\u7d71\u5408\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002<br \/>\n*   \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225: BFSI\u306e\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u3068\u30d8\u30eb\u30b9\u30b1\u30a2\u306e\u9769\u65b0<br \/>\n    BFSI\u30bb\u30af\u30bf\u30fc\u306f\u3001\u898f\u5236\u5f53\u5c40\u304c\u5b9f\u8a3c\u53ef\u80fd\u306a\u904b\u7528\u56de\u5fa9\u529b\u3068\u4e0d\u6b63\u691c\u51fa\u3092\u7fa9\u52d9\u4ed8\u3051\u3066\u3044\u308b\u305f\u3081\u30012024\u5e74\u306bAIOps\u5e02\u5834\u30b7\u30a7\u30a2\u306e26.5%\u3092\u5360\u3081\u307e\u3057\u305f\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308b\u76f8\u95a2\u306f\u3001\u652f\u6255\u3044\u30ec\u30fc\u30eb\u3084\u30ec\u30ac\u30b7\u30fc\u30e1\u30a4\u30f3\u30d5\u30ec\u30fc\u30e0\u5168\u4f53\u3067\u7591\u308f\u3057\u3044\u30d1\u30bf\u30fc\u30f3\u3092\u660e\u3089\u304b\u306b\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5c01\u3058\u8fbc\u3081\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u307e\u3059\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u306f\u3001\u60a3\u8005\u306e\u5b89\u5168\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u3001\u96fb\u5b50\u30ab\u30eb\u30c6\u3001\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30d0\u30a4\u30b9\u3001\u9060\u9694\u533b\u7642\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u306e\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u30012030\u5e74\u307e\u3067\u306b17.8%\u306eCAGR\u3067\u6700\u3082\u6025\u901f\u306a\u4e0a\u6607\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5730\u57df\u5206\u6790<\/p>\n<p>*   \u5317\u7c73: 2024\u5e74\u306bAIOps\u5e02\u5834\u309238.2%\u306e\u53ce\u76ca\u3067\u30ea\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002\u65e9\u671f\u5c0e\u5165\u4f01\u696d\u3001\u5805\u7262\u306a\u30d9\u30f3\u30c0\u30fc\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3001\u5927\u898f\u6a21\u306a\u30af\u30e9\u30a6\u30c9\u4e88\u7b97\u304c\u3053\u306e\u5730\u57df\u306b\u898f\u6a21\u306e\u512a\u4f4d\u6027\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u9023\u90a6\u653f\u5e9c\u6a5f\u95a2\u306f1,200\u4ee5\u4e0a\u306eAI\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u8a18\u9332\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u3046\u3061228\u304c\u672c\u756a\u74b0\u5883\u3067\u7a3c\u50cd\u3057\u3066\u304a\u308a\u3001\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u8a2d\u5b9a\u3067\u306e\u904b\u7528\u6210\u719f\u5ea6\u3092\u8a3c\u660e\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b: 19.2%\u306eCAGR\u3067\u6700\u3082\u6025\u901f\u306b\u6210\u9577\u3057\u3066\u3044\u308b\u5730\u57df\u3067\u3059\u3002\u4e2d\u56fd\u3001\u30a4\u30f3\u30c9\u3001\u6771\u5357\u30a2\u30b8\u30a2\u8af8\u56fd\u306e\u653f\u5e9c\u306fAI\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3092\u5f8c\u63f4\u3057\u3001\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u3092\u88dc\u52a9\u3057\u3066\u304a\u308a\u3001\u4f01\u696d\u306b\u904b\u7528\u3092\u8fd1\u4ee3\u5316\u3059\u308b\u3088\u3046\u4fc3\u3057\u3066\u3044\u307e\u3059\u3002\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u6295\u8cc7\u306f\u5e74\u9593\u5e73\u57471,008\u4e07\u7c73\u30c9\u30eb\u306e\u4fa1\u5024\u3092\u3082\u305f\u3089\u3057\u3001\u4ed6\u306e\u5730\u57df\u3092\u4e0a\u56de\u308a\u3001\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u898f\u6a21\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u6b27\u5dde: ESG\uff08\u74b0\u5883\u30fb\u793e\u4f1a\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\uff09\u7fa9\u52d9\u3001\u53b3\u683c\u306a\u30c7\u30fc\u30bf\u4e3b\u6a29\u898f\u5247\u3001\u30aa\u30fc\u30d7\u30f3\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3078\u306e\u55dc\u597d\u306b\u727d\u5f15\u3055\u308c\u3001\u7740\u5b9f\u306a\u62e1\u5927\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5730\u57df\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u89e3\u91c8\u53ef\u80fd\u6027\u3092\u4e3b\u5f35\u3057\u3001\u30d9\u30f3\u30c0\u30fc\u306b\u30e2\u30c7\u30eb\u30ed\u30b8\u30c3\u30af\u3092\u516c\u958b\u3057\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3088\u3046\u5727\u529b\u3092\u304b\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7af6\u4e89\u74b0\u5883<\/p>\n<p>\u30d9\u30f3\u30c0\u30fc\u5206\u91ce\u306f\u4f9d\u7136\u3068\u3057\u3066\u4e2d\u7a0b\u5ea6\u306b\u7d30\u5206\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u30ec\u30ac\u30b7\u30fc\u76e3\u8996\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3001\u30af\u30e9\u30a6\u30c9\u30cf\u30a4\u30d1\u30fc\u30b9\u30b1\u30fc\u30e9\u30fc\u3001\u30d9\u30f3\u30c1\u30e3\u30fc\u652f\u63f4\u306e\u30c7\u30a3\u30b9\u30e9\u30d7\u30bf\u30fc\u304c\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u4e89\u3063\u3066\u3044\u307e\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5e83\u7bc4\u3055\u3001AI\u30e2\u30c7\u30eb\u306e\u6d17\u7df4\u5ea6\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30c9\u30aa\u30f3\u304c\u3001\u4e3b\u8981\u306a\u5dee\u5225\u5316\u8981\u56e0\u3068\u3057\u3066\u4fa1\u683c\u3092\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002Datadog\u3001Dynatrace\u3001IBM\u3001ServiceNow\u3001New Relic\u3001Cisco-Splunk\u3001Microsoft\u306f\u3001\u9ad8\u5ea6\u306a\u76f8\u95a2\u3068\u751f\u6210\u578b\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\u3092\u7d44\u307f\u8fbc\u307f\u3001\u65e2\u5b58\u306e\u9867\u5ba2\u57fa\u76e4\u3092\u5b88\u3063\u3066\u3044\u307e\u3059\u3002Dynatrace\u306e\u5e74\u9593\u7d4c\u5e38\u53ce\u76ca\u306f\u3001Grail\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3068Davis AI\u30a8\u30f3\u30b8\u30f3\u306e\u5f37\u307f\u306b\u3088\u308a\u30012025\u5e74\u306b15\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u8cb7\u53ce\u306f\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u5b8c\u5168\u6027\u3068\u30af\u30ed\u30b9\u30bb\u30eb\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u52a0\u901f\u3055\u305b\u307e\u3059\u3002Cisco\u306b\u3088\u308b2024\u5e74\u306eSplunk\u7d71\u5408\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u6790\u3092\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306b\u3082\u305f\u3089\u3057\u3001\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u306e\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u3068\u8105\u5a01\u30cf\u30f3\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306f\u30cb\u30c3\u30c1\u306a\u30ae\u30e3\u30c3\u30d7\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u4fa1\u683c\u7af6\u4e89\u306f\u3001\u9867\u5ba2\u304c\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u3088\u308a\u3082\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u56de\u907f\u3092\u512a\u5148\u3059\u308b\u306b\u3064\u308c\u3066\u7de9\u548c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AIOps\u696d\u754c\u306e\u4e3b\u8981\u4f01\u696d<\/p>\n<p>IBM\u3001Cisco (AppDynamics)\u3001Splunk\u3001Dynatrace\u3001Broadcom (VMware Tanzu\u3092\u542b\u3080)\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u306e\u696d\u754c\u52d5\u5411<\/p>\n<p>*   2025\u5e744\u6708: New Relic\u306f\u30d1\u30fc\u30c8\u30ca\u30fc\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5f37\u5316\u3057\u3001Amazon Q Business\u3001GitHub Copilot\u3001Google Gemini\u3001ServiceNow\u3092\u7d71\u5408\u3057\u3066IT\u904b\u7528\u3092\u52b9\u7387\u5316\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u307e\u3057\u305f\u3002<br \/>\n*   2025\u5e743\u6708: Jio Platforms\u3001AMD\u3001Cisco\u3001Nokia\u306f\u3001MWC 2025\u3067\u81ea\u5df1\u6700\u9069\u5316\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u53ef\u80fd\u306b\u3059\u308bOpen Telecom AI Platform\u3092\u7acb\u3061\u4e0a\u3052\u307e\u3057\u305f\u3002<br \/>\n*   2025\u5e741\u6708: Microsoft\u306fSecurity Copilot\u306e\u672c\u756a\u5c55\u958b\u3092\u78ba\u8a8d\u3057\u3001\u30e9\u30a4\u30d6\u30c7\u30fc\u30bf\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30bb\u30f3\u30bf\u30fc\u3067MTTR\u304c30.13%\u6e1b\u5c11\u3057\u305f\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u30ec\u30dd\u30fc\u30c8\u306f\u3001Mordor Intelligence\u793e\u304c\u5b9f\u65bd\u3057\u305fAIOps\uff08Artificial Intelligence for IT Operations\uff09\u5e02\u5834\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u8abf\u67fb\u7d50\u679c\u3092\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3059\u3002AIOps\u5e02\u5834\u306e\u5b9a\u7fa9\u3001\u4e3b\u8981\u306a\u5e02\u5834\u4fc3\u9032\u8981\u56e0\u3068\u6291\u5236\u8981\u56e0\u3001\u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u4e88\u6e2c\u3001\u7af6\u5408\u74b0\u5883\u3001\u305d\u3057\u3066\u5c06\u6765\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u5305\u62ec\u7684\u306b\u5206\u6790\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>1. AIOps\u5e02\u5834\u306e\u5b9a\u7fa9\u3068\u8abf\u67fb\u7bc4\u56f2<br \/>\nMordor Intelligence\u793e\u306f\u3001AIOps\u5e02\u5834\u3092\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3057\u3001\u30ed\u30b0\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c8\u30ec\u30fc\u30b9\u3001\u30a4\u30d9\u30f3\u30c8\u3001\u30c8\u30dd\u30ed\u30b8\u30fc\u306b\u308f\u305f\u308bIT\u904b\u7528\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u95a2\u9023\u4ed8\u3051\u3001\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3092\u4e88\u6e2c\u3001\u8a3a\u65ad\u3001\u89e3\u6c7a\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304a\u3088\u3073\u30b5\u30fc\u30d3\u30b9\u300d\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u8abf\u67fb\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u3067\u5c55\u958b\u3055\u308c\u308b\u5546\u7528\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u3001\u6d88\u8cbb\u30d9\u30fc\u30b9\u306e\u63d0\u4f9b\u7269\u3092\u5bfe\u8c61\u3068\u3057\u3001\u3042\u3089\u3086\u308b\u898f\u6a21\u306e\u4f01\u696d\u3078\u306e\u8ca9\u58f2\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u6839\u672c\u539f\u56e0\u5206\u6790\u3084\u5fdc\u7b54\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u6301\u305f\u306a\u3044\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306e\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u30c4\u30fc\u30eb\u306f\u5bfe\u8c61\u5916\u3067\u3059\u3002<\/p>\n<p>\u5e02\u5834\u306f\u4ee5\u4e0b\u306e\u4e3b\u8981\u306a\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5206\u985e\u3055\u308c\u3001\u8a73\u7d30\u306a\u5206\u6790\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225: \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30b5\u30fc\u30d3\u30b9<br \/>\n*   \u5c55\u958b\u30e2\u30fc\u30c9\u5225: \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3001\u30af\u30e9\u30a6\u30c9<br \/>\n*   \u7d44\u7e54\u898f\u6a21\u5225: \u4e2d\u5c0f\u4f01\u696d\uff08SME\uff09\u3001\u5927\u4f01\u696d<br \/>\n*   \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225: IT\u30fb\u901a\u4fe1\u3001BFSI\uff08\u9280\u884c\u30fb\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u30fb\u4fdd\u967a\uff09\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u5c0f\u58f2\u30fbE\u30b3\u30de\u30fc\u30b9\u3001\u30e1\u30c7\u30a3\u30a2\u30fb\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8\u3001\u88fd\u9020\u3001\u653f\u5e9c\u30fb\u516c\u5171\u90e8\u9580\u3001\u305d\u306e\u4ed6<br \/>\n*   \u5730\u57df\u5225: \u5317\u7c73\u3001\u5357\u7c73\u3001\u6b27\u5dde\u3001\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u3001\u4e2d\u6771\u30fb\u30a2\u30d5\u30ea\u30ab<\/p>\n<p>2. \u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u4e88\u6e2c<br \/>\nAIOps\u5e02\u5834\u306f\u6025\u901f\u306a\u6210\u9577\u3092\u9042\u3052\u3066\u304a\u308a\u30012025\u5e74\u306b\u306f164.2\u5104\u7c73\u30c9\u30eb\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u30012030\u5e74\u307e\u3067\u306b\u306f366.0\u5104\u7c73\u30c9\u30eb\u3078\u3068\u62e1\u5927\u3059\u308b\u3068\u898b\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>*   \u6700\u901f\u6210\u9577\u5730\u57df: \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u306e\u52a0\u901f\u30685G\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5c55\u958b\u3092\u80cc\u666f\u306b\u30012030\u5e74\u307e\u3067\u306b\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff0919.2%\u3067\u6700\u3082\u901f\u3044\u6210\u9577\u3092\u9042\u3052\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u6700\u5927\u53ce\u76ca\u30b7\u30a7\u30a2\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8: \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5e02\u5834\u3092\u727d\u5f15\u3057\u3066\u304a\u308a\u30012024\u5e74\u306e\u53ce\u76ca\u306e82.4%\u3092\u5360\u3081\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4f01\u696d\u304c\u5358\u4e00\u6a5f\u80fd\u306e\u30c4\u30fc\u30eb\u3088\u308a\u3082\u7d71\u5408\u3055\u308c\u305f\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u597d\u3080\u50be\u5411\u306b\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u4e2d\u5c0f\u4f01\u696d\uff08SME\uff09\u306b\u304a\u3051\u308b\u63a1\u7528: \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5f93\u91cf\u8ab2\u91d1\u5236\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30ac\u30a4\u30c9\u4ed8\u304d\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u63d0\u4f9b\u306b\u3088\u308a\u3001\u6280\u8853\u7684\u306a\u969c\u58c1\u304c\u4f4e\u6e1b\u3055\u308c\u3001\u4e2d\u5c0f\u4f01\u696d\u3067\u3082\u5927\u898f\u6a21\u306aIT\u30c1\u30fc\u30e0\u306a\u3057\u3067\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b0\u30ec\u30fc\u30c9\u306e\u7a3c\u50cd\u6642\u9593\u3092\u9054\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001SME\u306b\u304a\u3051\u308bAIOps\u306e\u63a1\u7528\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>3. \u5e02\u5834\u306e\u52d5\u5411<br \/>\n3.1. \u5e02\u5834\u4fc3\u9032\u8981\u56e0<br \/>\nAIOps\u5e02\u5834\u306e\u6210\u9577\u3092\u5f8c\u62bc\u3057\u3059\u308b\u4e3b\u306a\u8981\u56e0\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<br \/>\n*   AI\u99c6\u52d5\u578b\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\uff08\u53ef\u89b3\u6e2c\u6027\uff09\u9700\u8981\u306e\u6025\u5897<br \/>\n*   \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\/\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3078\u306e\u79fb\u884c<br \/>\n*   MTTR\uff08\u5e73\u5747\u5fa9\u65e7\u6642\u9593\uff09\u306e\u77ed\u7e2e\u3068SRE\uff08\u30b5\u30a4\u30c8\u4fe1\u983c\u6027\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff09\u5c0e\u5165\u306e\u5fc5\u8981\u6027<br \/>\n*   \u904b\u7528\u5411\u3051\u751f\u6210AI\uff08Gen-AI\uff09\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\u306e\u767b\u5834<br \/>\n*   FPGA\/DPU\uff08\u30c7\u30fc\u30bf\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\uff09\u306b\u3088\u308b\u30a8\u30c3\u30b8\u3067\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u306e\u5b9f\u73fe<br \/>\n*   ESG\uff08\u74b0\u5883\u30fb\u793e\u4f1a\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\uff09\u306b\u9023\u52d5\u3057\u305f\u300c\u30b0\u30ea\u30fc\u30f3\u904b\u7528\u300d\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc<\/p>\n<p>3.2. \u5e02\u5834\u6291\u5236\u8981\u56e0<br \/>\n\u4e00\u65b9\u3067\u3001\u5e02\u5834\u306e\u6210\u9577\u3092\u59a8\u3052\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u8981\u56e0\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<br \/>\n*   \u30c4\u30fc\u30eb\u4e71\u7acb\u3068ROI\uff08\u6295\u8cc7\u53ce\u76ca\u7387\uff09\u306e\u4e0d\u78ba\u5b9f\u6027<br \/>\n*   AIOps\u306b\u7cbe\u901a\u3057\u305f\u4eba\u6750\u306e\u4e0d\u8db3<br \/>\n*   \u30c7\u30fc\u30bf\u4e3b\u6a29\u304a\u3088\u3073AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306b\u95a2\u3059\u308b\u8ab2\u984c<br \/>\n*   \u30d9\u30f3\u30c0\u30fc\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30ed\u30c3\u30af\u30a4\u30f3\u30ea\u30b9\u30af<\/p>\n<p>3.3. \u305d\u306e\u4ed6\u306e\u5206\u6790<br \/>\n\u672c\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790\u3001\u898f\u5236\u74b0\u5883\u3001\u6280\u8853\u7684\u5c55\u671b\u3001\u30dd\u30fc\u30bf\u30fc\u306e\u30d5\u30a1\u30a4\u30d6\u30d5\u30a9\u30fc\u30b9\u5206\u6790\u3001\u304a\u3088\u3073\u30de\u30af\u30ed\u7d4c\u6e08\u30c8\u30ec\u30f3\u30c9\u304c\u5e02\u5834\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u3082\u8a73\u7d30\u306b\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>4. \u7af6\u5408\u74b0\u5883<br \/>\n\u7af6\u5408\u74b0\u5883\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u5e02\u5834\u96c6\u4e2d\u5ea6\u3001\u4e3b\u8981\u4f01\u696d\u306e\u6226\u7565\u7684\u52d5\u5411\u3001\u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002IBM\u3001Cisco (AppDynamics)\u3001Splunk\u3001Dynatrace\u3001Broadcom (VMware, CA\u3092\u542b\u3080)\u3001BMC\u3001BigPanda\u3001Moogsoft\u3001Elastic\u3001New Relic\u3001Datadog\u3001PagerDuty\u3001ServiceNow (Loom Systems)\u3001ExtraHop\u3001StackState\u3001OpsRamp\u3001Juniper (Mist AI)\u3001Microsoft Azure Monitor\u3001Amazon DevOps Guru\u3001Google Cloud AIOps (Operations Suite)\u3001SolarWinds\u306a\u3069\u3001\u4e3b\u8981\u306a20\u793e\u4ee5\u4e0a\u306e\u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5404\u793e\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u304a\u3088\u3073\u5e02\u5834\u30ec\u30d9\u30eb\u306e\u6982\u8981\u3001\u30b3\u30a2\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u8ca1\u52d9\u72b6\u6cc1\u3001\u6226\u7565\u60c5\u5831\u3001\u5e02\u5834\u30e9\u30f3\u30af\u3001\u88fd\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u3001\u6700\u8fd1\u306e\u52d5\u5411\u304c\u8a73\u8ff0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>5. \u8abf\u67fb\u65b9\u6cd5<br \/>\n\u672c\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u53b3\u683c\u306a\u8abf\u67fb\u65b9\u6cd5\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u4e00\u6b21\u8abf\u67fb: \u5317\u7c73\u3001\u6b27\u5dde\u3001\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df\u306e\u30b5\u30a4\u30c8\u4fe1\u983c\u6027\u30ea\u30fc\u30c0\u30fc\u3001\u30af\u30e9\u30a6\u30c9\u904b\u7528\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3001\u30c1\u30e3\u30cd\u30eb\u30d1\u30fc\u30c8\u30ca\u30fc\u3078\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3068\u69cb\u9020\u5316\u8abf\u67fb\u3092\u901a\u3058\u3066\u3001\u73fe\u5728\u306e\u4fa1\u683c\u5e2f\u3001\u5e73\u5747\u30a2\u30e9\u30fc\u30c8\u91cf\u3001\u65b0\u305f\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u91cd\u307f\u4ed8\u3051\u306a\u3069\u306e\u4e00\u6b21\u30c7\u30fc\u30bf\u304c\u53ce\u96c6\u3055\u308c\u307e\u3057\u305f\u3002<br \/>\n*   \u4e8c\u6b21\u8abf\u67fb: \u7c73\u56fd\u52b4\u50cd\u7d71\u8a08\u5c40\u306eICT\u652f\u51fa\u8868\u3001Eurostat\u306e\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u666e\u53ca\u8abf\u67fb\u3001OECD\u306e\u901a\u4fe1ICT\u4fa1\u683c\u6307\u6570\u306a\u3069\u306e\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u52a0\u3048\u3001TM Forum\u3001LF AI &#038; Data\u3001OpenTelemetry\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306a\u3069\u306e\u696d\u754c\u56e3\u4f53\u8cc7\u6599\u3001SEC 10-K\u63d0\u51fa\u66f8\u985e\u3001\u30d9\u30f3\u30c0\u30fc\u6295\u8cc7\u5bb6\u5411\u3051\u8cc7\u6599\u3001\u7279\u8a31\u6284\u9332\u306a\u3069\u304c\u6d3b\u7528\u3055\u308c\u307e\u3057\u305f\u3002<br \/>\n*   \u5e02\u5834\u898f\u6a21\u7b97\u51fa\u3068\u4e88\u6e2c: 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