{"id":22590,"date":"2025-10-17T11:37:01","date_gmt":"2025-10-17T11:37:01","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=22590"},"modified":"2025-11-05T07:17:33","modified_gmt":"2025-11-05T07:17:33","slug":"ai-in-it-operations-the-next-step-in-enterprise-automation","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/ai\/ai-in-it-operations-the-next-step-in-enterprise-automation\/","title":{"rendered":"IT\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bAI\uff1a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u6b21\u306e\u30b9\u30c6\u30c3\u30d7"},"content":{"rendered":"<?xml encoding=\"utf-8\" ?><p>IT\u30b7\u30b9\u30c6\u30e0\u306f\u5236\u5fa1\u4e0d\u80fd\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002 <a href=\"https:\/\/resources.itbusinesstoday.com\/whitepapers\/56101-HPE-JP-CPL-1-landing.php?e=#e-mail\" data-no-translation=\"\">Hybrid clouds<\/a>\u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3001\u30ed\u30b0\u3068\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5c71\u306f\u3001IT\u30c1\u30fc\u30e0\u306e\u751f\u6d3b\u3092\u4e0d\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u30a2\u30e9\u30fc\u30c8\u306f\u7d76\u3048\u9593\u306a\u304f\u5c4a\u304d\u307e\u3059\u3002\u4eba\u3005\u306f\u3001\u4f55\u304c\u91cd\u8981\u304b\u3092\u628a\u63e1\u3059\u308b\u306e\u306b\u4f55\u6642\u9593\u3082\u8cbb\u3084\u3057\u307e\u3059\u3002\u5f93\u6765\u306e\u30c4\u30fc\u30eb\u3067\u306f\u8ffd\u3044\u3064\u3051\u307e\u305b\u3093\u3002\u89e3\u6c7a\u307e\u3067\u306e\u5e73\u5747\u6642\u9593\u306f\u307e\u3059\u307e\u3059\u9577\u304f\u306a\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u554f\u984c\u89e3\u6c7a\u306b\u8ffd\u308f\u308c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u554f\u984c\u3092\u8ffd\u3046\u3053\u3068\u306b\u75b2\u308c\u679c\u3066\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p><p>AIOps\u304c\u30b2\u30fc\u30e0\u3092\u5909\u3048\u307e\u3059\u3002AIOps\u306f\u30b7\u30b9\u30c6\u30e0\u3067\u8d77\u304d\u3066\u3044\u308b\u3053\u3068\u3059\u3079\u3066\u3092\u76e3\u8996\u3057\u307e\u3059\u3002\u4eba\u9593\u304c\u898b\u9003\u3057\u304c\u3061\u306a\u30d1\u30bf\u30fc\u30f3\u306b\u6c17\u3065\u304d\u307e\u3059\u3002AIOps\u306f\u81ea\u3089\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u3082\u3046\u3059\u3079\u3066\u306e\u30a2\u30e9\u30fc\u30c8\u306b\u98db\u3073\u3064\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u554f\u984c\u306f\u3088\u308a\u65e9\u304f\u767a\u898b\u3055\u308c\u307e\u3059\u3002\u4fee\u6b63\u3082\u65e9\u304f\u306a\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u3001\u5384\u4ecb\u306a\u554f\u984c\u306e\u89e3\u6c7a\u3084\u30a2\u30a4\u30c7\u30a2\u306b\u96c6\u4e2d\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u3092\u7d99\u7d9a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u308c\u3053\u305d\u304c\u91cd\u8981\u306a\u306e\u3067\u3059\u3002\u305d\u308c\u4ee5\u5916\u306e\u3053\u3068\u3001\u7e70\u308a\u8fd4\u3057\u306e\u9000\u5c48\u306a\u3053\u3068\u3001\u30a2\u30e9\u30fc\u30c8\u3001\u30ed\u30b0\u306f\u3001\u3059\u3079\u3066\u51e6\u7406\u3055\u308c\u307e\u3059\u3002<\/p><p>\u3053\u308c\u306f\u3082\u3046\u8d05\u6ca2\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u65e5\u3005\u8907\u96d1\u5316\u3059\u308b\u74b0\u5883\u306e\u4e2d\u3067\u3001\u73fe\u4ee3\u306eIT\u304c\u751f\u304d\u6b8b\u308a\u3001\u7e41\u6804\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u306a\u306e\u3067\u3059\u3002<\/p><h2>AIOps\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2><p>IT operations teams are drowning in data. Logs, metrics, traces, events, topology maps; they come at you from every angle. Trying to manage this with old-school tools is a joke. That&rsquo;s why AIOps matters. It doesn&rsquo;t just watch your systems. It ingests everything, runs it through <a href=\"https:\/\/resources.itbusinesstoday.com\/whitepapers\/54979-Microsoft-CPL-Surface-ENT-SMC-Japan-4-landing.php?e=#e-mail\" data-no-translation=\"\">AI<\/a> \u305d\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u3063\u3066\u3001\u4eba\u9593\u306b\u306f\u6349\u3048\u3089\u308c\u306a\u3044\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u884c\u52d5\u3057\u307e\u3059\u3002\u6642\u306b\u306f\u81ea\u52d5\u7684\u306b\u554f\u984c\u3092\u89e3\u6c7a\u3002\u307e\u305f\u3001\u30c1\u30fc\u30e0\u306b\u4f55\u3092\u3059\u3079\u304d\u304b\u3092\u8fc5\u901f\u306b\u6307\u793a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p><p>AIOps\u306f3\u3064\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u6a5f\u80fd\u3057\u307e\u3059\u3002\u30a4\u30d9\u30f3\u30c8\u306e\u76f8\u95a2\u95a2\u4fc2\u306b\u3088\u308a\u30ce\u30a4\u30ba\u3092\u6392\u9664\u3057\u307e\u3059\u3002\u4f55\u5343\u3082\u306e\u30a2\u30e9\u30fc\u30c8\u304c\u3001\u307b\u3093\u306e\u4e00\u63e1\u308a\u306e\u610f\u5473\u306e\u3042\u308b\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u5e7d\u970a\u3092\u8ffd\u3044\u304b\u3051\u308b\u306e\u3092\u6b62\u3081\u307e\u3059\u3002\u7570\u5e38\u691c\u77e5\u306f\u3001\u6b63\u5e38\u306a\u52d5\u4f5c\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u5c11\u3057\u3067\u3082\u9038\u8131\u304c\u3042\u308c\u3070\u3001\u5371\u6a5f\u7684\u72b6\u6cc1\u306b\u306a\u308b\u524d\u306b\u8b66\u544a\u3092\u767a\u3057\u307e\u3059\u3002\u6839\u672c\u539f\u56e0\u5206\u6790\u3067\u306f\u3001\u554f\u984c\u306e\u539f\u56e0\u3092\u8fc5\u901f\u306b\u7a81\u304d\u6b62\u3081\u307e\u3059\u3002\u3069\u3053\u3067\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u304b\u3092\u63a8\u6e2c\u3057\u3066\u6642\u9593\u3092\u6d6a\u8cbb\u3059\u308b\u5fc5\u8981\u306f\u3082\u3046\u3042\u308a\u307e\u305b\u3093\u3002<\/p><h4>\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a <a class=\"p-url\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/cloud\/japans-sovereign-cloud-strategy-balancing-innovation-with-national-security\/\" rel=\"bookmark\">Japan&rsquo;s Sovereign Cloud Strategy: Balancing Innovation with National Security<\/a><\/h4><p>Google Cloud&rsquo;s 2025 <a href=\"https:\/\/cloud.google.com\/resources\/content\/2025-dora-ai-assisted-software-development-report\" data-no-translation=\"\">DORA<\/a> State of AI-Assisted Software Development report shows this isn&rsquo;t theory. Teams using AI in their DevOps and IT operations workflows spot problems faster and reduce triage time by significant margins. It changes the game. Instead of reacting to every fire, IT teams can predict, prevent, and focus on work that actually matters.<\/p><p>AIOps turns mountains of data into something humans can act on. It makes IT operations smarter, faster, and less painful. It&rsquo;s not about replacing people. It&rsquo;s about giving them the power to do more, solve more, and finally feel in control of their systems instead of drowning in alerts.<\/p><h2>IT\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u30a8\u30f3\u30b8\u30f3\u306b<\/h2><p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-22639\" src=\"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/10\/AI-in-IT-Operations-The-Next-Step-in-Enterprise-Automation-02-1.webp\" alt=\" AI in IT Operations\" width=\"1200\" height=\"800\"><\/p><p>IT teams spend too much time putting out fires. Every alert feels urgent, every incident steals hour. AIOps changes that. Automation handles the repetitive stuff. It cuts down the time teams spend investigating problems. Mean time to resolution drops and the endless alert noise gets under control. IBM&rsquo;s 2025 <a href=\"https:\/\/www.ibm.com\/new\/product-blog\/aiops-event-intelligence-solutions\" data-no-translation=\"\">Unified Operations Management<\/a> report shows this clearly. Observability gives teams the full picture of what is happening. Automation acts on that picture fast. Teams don&rsquo;t have to guess.<\/p><p>This isn&rsquo;t just about speed. It&rsquo;s about reliability. Predictive maintenance means problems get stopped before they start. Systems stay online. Customers don&rsquo;t notice outages because there are almost none. When IT performance lines up with service agreements, trust grows. Clients feel it. Teams feel it. The business feels it.<\/p><p>AIOps also saves money and frees people. Predictive models make sure resources scale just right. No wasted cloud spends, no extra servers sitting idle. And staff who were stuck on Level 1 or 2 tasks finally get to do real work like engineering, problem solving, innovation. That&rsquo;s where the talent matters.<\/p><p>IBM\u306f\u3001\u53ef\u8996\u5316\u3068\u884c\u52d5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3044\u304b\u306b\u771f\u306e\u30b2\u30fc\u30e0\u30fb\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3067\u3042\u308b\u304b\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u554f\u984c\u3092\u767a\u898b\u3057\u3001\u8fc5\u901f\u306b\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3002\u305d\u308c\u3060\u3051\u3067\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u7d44\u7e54\u306f\u3001\u4ed5\u4e8b\u304c\u901f\u304f\u3001\u5186\u6ed1\u306b\u9032\u307f\u3001\u3088\u308a\u8ce2\u3044\u610f\u601d\u6c7a\u5b9a\u304c\u3067\u304d\u307e\u3059\u3002<\/p><p>AIOps turns IT from a reactive firefighting team into a proactive engine. Teams spend less time running around, systems run better, and the business stays ahead. It&rsquo;s efficiency, uptime, and smarter resource use all in one.<\/p><h2>\u4e3b\u306aAIOps\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/h2><p>IT\u30c1\u30fc\u30e0\u306f\u30a2\u30e9\u30fc\u30c8\u3092\u8ffd\u3063\u305f\u308a\u3001\u706b\u3092\u6d88\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3044\u307e\u3059\u3002AIOps\u306f\u305d\u308c\u3092\u9006\u8ee2\u3055\u305b\u307e\u3059\u3002\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u7ba1\u7406\u30c1\u30b1\u30c3\u30c8\u306f\u305f\u3060\u30ad\u30e5\u30fc\u306b\u5165\u308c\u3089\u308c\u308b\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30c1\u30b1\u30c3\u30c8\u306b\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u91cd\u8981\u5ea6\u3001\u63a8\u5968\u3055\u308c\u308b\u30e9\u30f3\u30d6\u30c3\u30af\u304c\u4ed8\u52a0\u3055\u308c\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u3001\u4f55\u304c\u7dca\u6025\u3067\u3001\u4f55\u304c\u5f8c\u56de\u3057\u3067\u3001\u3069\u306e\u3088\u3046\u306a\u624b\u9806\u3092\u8e0f\u3081\u3070\u3088\u3044\u304b\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/azure-monitor\/aiops\/aiops-machine-learning\" data-no-translation=\"\">Azure Monitor 2025<\/a>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u89e3\u6c7a\u306b\u8cbb\u3084\u3059\u6642\u9593\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u3042\u306a\u305f\u306e\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u306f\u3001\u6bce\u9031\u6570\u6642\u9593\u306e\u7bc0\u7d04\u306b\u306a\u308a\u307e\u3059\u3002<\/p><p>\u81ea\u5df1\u4fee\u5fa9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3055\u3089\u306b\u9032\u5316\u3057\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u306f\u81ea\u52d5\u7684\u306b\u518d\u8d77\u52d5\u3057\u307e\u3059\u3002\u4e0d\u826f\u306a\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306f\u3001\u8ab0\u3082\u89e6\u308c\u308b\u3053\u3068\u306a\u304f\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3055\u308c\u307e\u3059\u3002\u7570\u5e38\u304c\u691c\u51fa\u3055\u308c\u308b\u3068\u3059\u3050\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u307e\u305f\u306f\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u3057\u307e\u3059\u3002\u8ab0\u304b\u304c\u6c17\u3065\u304f\u524d\u306b\u554f\u984c\u3092\u89e3\u6c7a\u3002\u8ab0\u304b\u304c\u554f\u984c\u3092\u767a\u898b\u3059\u308b\u306e\u3092\u5f85\u3064\u5fc5\u8981\u306f\u3082\u3046\u3042\u308a\u307e\u305b\u3093\u3002\u6642\u9593\u5916\u306e\u96fb\u8a71\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30b9\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p><p>\u6027\u80fd\u3068\u5bb9\u91cf <a href=\"https:\/\/resources.itbusinesstoday.com\/whitepapers\/58769-HPE-EMEA-CPL-japan-6-landing.php?e=#e-mail\" data-no-translation=\"\">optimization<\/a> \u3082\u5411\u4e0a\u3057\u307e\u3059\u3002AIOps\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u306e\u4f7f\u7528\u72b6\u6cc1\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u76e3\u8996\u3057\u307e\u3059\u3002\u30c0\u30fc\u30af\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u3084\u4f7f\u7528\u7387\u306e\u4f4e\u3044\u30b5\u30fc\u30d0\u30fc\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u898b\u3064\u3051\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4e0d\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u306b\u6599\u91d1\u3092\u652f\u6255\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u6700\u3082\u5fc5\u8981\u306a\u5834\u6240\u306b\u79fb\u52d5\u3067\u304d\u307e\u3059\u3002\u4e88\u7b97\u306f\u3088\u308a\u5927\u304d\u304f\u4f38\u3073\u3001\u904e\u5270\u306a\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u306f\u554f\u984c\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p><p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306b\u3082\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002AI\u306f\u3001\u901a\u5e38\u306e\u76e3\u8996\u3067\u306f\u898b\u9003\u3057\u3066\u3057\u307e\u3046\u3088\u3046\u306a\u5fae\u5999\u306a\u653b\u6483\u30d1\u30bf\u30fc\u30f3\u3092\u30ed\u30b0\u304b\u3089\u767a\u898b\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u7570\u5e38\u306a\u884c\u52d5\u3084\u30a2\u30af\u30bb\u30b9\u306b\u8b66\u544a\u3092\u767a\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001IT\u30b9\u30bf\u30c3\u30d5\u306e\u4f5c\u696d\u3092\u5897\u3084\u3059\u3053\u3068\u306a\u304f\u3001\u4fb5\u5bb3\u3092\u8fc5\u901f\u306b\u30ad\u30e3\u30c3\u30c1\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u3088\u308a\u5b89\u5168\u306b\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><p>Azure Monitor\u306f\u305d\u306e\u3059\u3079\u3066\u3092\u7d71\u5408\u3057\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u554f\u984c\u3092\u691c\u51fa\u3057\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u6848\u3057\u3001\u5bfe\u5fdc\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002IT\u30c1\u30fc\u30e0\u306f\u3001\u30a2\u30e9\u30fc\u30c8\u306b\u6eba\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u660e\u78ba\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002IT\u30c1\u30fc\u30e0\u306f\u610f\u5473\u306e\u3042\u308b\u4ed5\u4e8b\u306b\u96c6\u4e2d\u3057\u3001\u5c0f\u3055\u306a\u554f\u984c\u306b\u3044\u3061\u3044\u3061\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002AIOps\u306f\u5358\u306a\u308b\u30c4\u30fc\u30eb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002IT\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306b\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u7a3c\u50cd\u3092\u7dad\u6301\u3057\u3001\u30c1\u30fc\u30e0\u306b\u554f\u984c\u306e\u5148\u624b\u3092\u6253\u3064\u30c1\u30e3\u30f3\u30b9\u3092\u4e0e\u3048\u307e\u3059\u3002<\/p><h2>\u8ab2\u984c\u3068\u81ea\u5f8b\u7684IT\u3078\u306e\u9053<\/h2><p>AIOps\u306e\u5c0e\u5165\u306f\u5fc5\u305a\u3057\u3082\u30b9\u30e0\u30fc\u30ba\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6700\u521d\u306e\u8ab2\u984c\u306f\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u3067\u3059\u3002AIOps\u306f\u30c7\u30fc\u30bf\u304c\u30af\u30ea\u30fc\u30f3\u3067\u5b8c\u5168\u3067\u306a\u3051\u308c\u3070\u6a5f\u80fd\u3057\u307e\u305b\u3093\u3002\u65ad\u7247\u5316\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u3001\u8cea\u306e\u4f4e\u3044\u30c7\u30fc\u30bf\u3001\u30b5\u30a4\u30ed\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3067\u306f\u3001\u307b\u3068\u3093\u3069\u5f79\u306b\u7acb\u3061\u307e\u305b\u3093\u3002\u30c1\u30fc\u30e0\u306f\u7d50\u5c40\u3001AI\u306b\u306f\u898b\u3048\u306a\u3044\u554f\u984c\u3092\u8ffd\u3044\u304b\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u4eba\u6750\u683c\u5dee\u3002IT\u30c1\u30fc\u30e0\u306b\u306f\u3001\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3059\u308b\u4eba\u6750\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306a\u30b9\u30ad\u30eb\u306f\u5e0c\u5c11\u3067\u3042\u308a\u3001\u69cb\u7bc9\u3059\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002\u305d\u306e\u4e0a\u3001\u4eba\u7684\u8981\u56e0\u3082\u3042\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u96c7\u7528\u306e\u5b89\u5b9a\u3092\u5fc3\u914d\u3057\u307e\u3059\u3002\u81ea\u52d5\u3067\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u30b7\u30b9\u30c6\u30e0\u3092\u4fe1\u983c\u3059\u308b\u3053\u3068\u3092\u305f\u3081\u3089\u3044\u307e\u3059\u3002\u305d\u306e\u6050\u6016\u3092\u514b\u670d\u3057\u3001AI\u4e3b\u5c0e\u306e\u884c\u52d5\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u3092\u5b66\u3076\u3053\u3068\u306f\u3001\u3059\u3079\u3066\u306e\u7d44\u7e54\u304c\u76f4\u9762\u3059\u308b\u30cf\u30fc\u30c9\u30eb\u3067\u3059\u3002<\/p><p>\u672a\u6765\u306f\u3082\u3063\u3068\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u3002\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306f\u3001\u8907\u96d1\u306a\u51fa\u6765\u4e8b\u3092\u5e73\u6613\u306a\u8a00\u8449\u3067\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u8907\u96d1\u306a\u4e8b\u8c61\u3092\u6570\u5206\u3067\u4eba\u9593\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001IT\u30c1\u30fc\u30e0\u306e\u5b66\u7fd2\u3068\u610f\u601d\u6c7a\u5b9a\u304c\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002. <a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/automate-aiops-with-amazon-sagemaker-unified-studio-projects-part-1-solution-architecture\/\" data-no-translation=\"\">AWS SageMaker Unified Studio<\/a> \u306f\u3001\u81ea\u52d5\u5316\u306b\u3088\u3063\u3066\u3053\u308c\u3092\u3055\u3089\u306b\u63a8\u3057\u9032\u3081\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u30c1\u30fc\u30e0\u306f\u65e5\u5e38\u7684\u306a\u4fee\u5fa9\u3092\u81ea\u52d5\u5316\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u62e1\u5f35\u3057\u3001\u5e38\u306b\u4eba\u9593\u304c\u4ecb\u5165\u3059\u308b\u3053\u3068\u306a\u304f\u7570\u5e38\u3092\u4fee\u6b63\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u304c\u81ea\u5f8b\u578bIT\u306e\u59cb\u307e\u308a\u3067\u3059\u3002<\/p><p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAIOps\u306f\u6b21\u306e\u30ec\u30d9\u30eb\u306b\u9032\u307f\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306f\u7d99\u7d9a\u7684\u306b\u89b3\u5bdf\u3057\u3001\u5206\u6790\u3057\u3001\u884c\u52d5\u3057\u307e\u3059\u3002\u5404\u30a4\u30d9\u30f3\u30c8\u304b\u3089\u5b66\u7fd2\u3057\u3001\u6642\u9593\u3092\u304b\u3051\u3066\u66f4\u65b0\u3057\u307e\u3059\u3002\u4eba\u9593\u306e\u30c1\u30fc\u30e0\u306f\u6226\u7565\u7684\u306a\u4f5c\u696d\u306b\u96c6\u4e2d\u3057\u3001AI\u306f\u53cd\u5fa9\u7684\u3067\u5927\u91cf\u306e\u4f5c\u696d\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u3088\u308a\u8fc5\u901f\u306a\u5bfe\u5fdc\u3001\u3088\u308a\u5c11\u306a\u3044\u505c\u6b62\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002\u81ea\u5f8b\u578bIT\u3078\u306e\u79fb\u884c\u306f\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8907\u96d1\u6027\u306b\u5bfe\u5fdc\u3057\u3001\u52b9\u7387\u7684\u306b\u898f\u6a21\u3092\u62e1\u5927\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u3092\u5148\u53d6\u308a\u3059\u308b\u65b9\u6cd5\u306a\u306e\u3067\u3059\u3002<\/p><h2>\u4f01\u696d\u306e\u4fca\u654f\u6027\u306e\u5fc5\u8981\u6027<\/h2><p><img decoding=\"async\" class=\"alignnone size-full wp-image-22640\" src=\"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/10\/AI-in-IT-Operations-The-Next-Step-in-Enterprise-Automation-03.webp\" alt=\" AI in IT Operations\" width=\"1200\" height=\"800\"><\/p><p>AIOps is not something you can skip anymore. IT systems need to run. No excuses. They can&rsquo;t lag behind. People? They should be fixing real problems. Coming up with ideas. Making stuff better.<\/p><p>AI\u306f\u9000\u5c48\u306a\u90e8\u5206\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u8ab0\u3082\u89e6\u308c\u305f\u304c\u3089\u306a\u3044\u3082\u306e\u3092\u3002\u305d\u308c\u3067\u4eba\u9593\u306f\u81ea\u7531\u306b\u306a\u308a\u307e\u3059\u3002\u5b9f\u969b\u306b\u5f79\u306b\u7acb\u3064\u3053\u3068\u3092\u3059\u308b\u305f\u3081\u306b\u89e3\u653e\u3055\u308c\u308b\u306e\u3067\u3059\u3002\u672c\u5f53\u306e\u4ed5\u4e8b\u3002\u7d42\u308f\u308a\u306e\u306a\u3044\u30af\u30ea\u30c3\u30af\u3084\u30a2\u30e9\u30fc\u30c8\u306e\u30c1\u30a7\u30c3\u30af\u3067\u306f\u306a\u304f\u3002\u5c0f\u3055\u306a\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u30021\u3064\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u591a\u5206\u30a2\u30e9\u30fc\u30c8\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u7d50\u679c\u3092\u793a\u3057\u307e\u3057\u3087\u3046\u3002\u4fe1\u983c\u3092\u7bc9\u304f\u3053\u3068\u3002\u305d\u308c\u304c\u52e2\u3044\u306e\u59cb\u307e\u308a\u3067\u3059\u3002<\/p><p>\u306b\u3064\u3044\u3066 <a href=\"https:\/\/www.worldbank.org\/en\/topic\/digital\/overview\" data-no-translation=\"\">World Bank<\/a> \u5f37\u529b\u306a\u30c7\u30b8\u30bf\u30eb\u57fa\u76e4\u3068AI\u306e\u8ce2\u3044\u6d3b\u7528\u3053\u305d\u304c\u3001\u7d44\u7e54\u3092\u672a\u6765\u306b\u5099\u3048\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u6b63\u3057\u304f\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306f\u6210\u9577\u3057\u3001\u3088\u308a\u901f\u304f\u52d5\u304d\u3001\u8ab0\u3088\u308a\u3082\u5148\u3093\u3058\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>IT systems are getting out of control. Hybrid clouds, multiple platforms, microservices, and mountains of logs and metrics make life impossible for IT teams. Alerts come in nonstop. People spend hours trying to figure out what matters. Traditional tools just cannot keep up. Mean Time to Resolution stretches longer and longer. Teams get exhausted chasing problems instead of solving them.AIOps changes the game. AIOps watches everything happening in the system. It notices patterns humans might miss. It can take some actions on its own. Teams do not have to jump at every alert anymore. Problems get spotted sooner. Fixes happen faster. People can actually focus on solving tricky stuff, coming 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