{"id":12530,"date":"2024-06-21T03:08:50","date_gmt":"2024-06-21T08:08:50","guid":{"rendered":"http:\/\/skimai.com\/?p=12530"},"modified":"2024-06-21T03:08:50","modified_gmt":"2024-06-21T08:08:50","slug":"%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e5%9e%8b%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/","title":{"rendered":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u306f\uff1f"},"content":{"rendered":"<p>AI\u306e\u5206\u91ce\u3067\u6700\u3082\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u9032\u5c55\u306e\u3072\u3068\u3064\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u53f0\u982d\u3067\u3042\u308b\u3002\u3053\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3057\u3001\u3053\u308c\u307e\u3067\u306b\u306a\u3044\u52b9\u7387\u6027\u3068\u67d4\u8edf\u6027\u3092\u3082\u3063\u3066\u8907\u96d1\u306a\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u306b\u53d6\u308a\u7d44\u3080\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u5f93\u6765\u306e\u81ea\u52d5\u5316\u30a2\u30d7\u30ed\u30fc\u30c1\u304b\u3089\u306e\u5927\u304d\u306a\u8ee2\u63db\u3092\u610f\u5473\u3057\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u786c\u76f4\u7684\u306a\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u4eba\u9593\u306b\u3088\u308b\u30eb\u30fc\u30d7\u30d7\u30ed\u30bb\u30b9\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002\u8907\u6570\u306e\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5354\u50cd\u3059\u308b\u80fd\u529b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4f01\u696d\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8907\u96d1\u3055\u3092\u52d5\u7684\u306b\u30ca\u30d3\u30b2\u30fc\u30c8\u3057\u3001\u9069\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u696d\u754c\u5168\u4f53\u306e\u751f\u7523\u6027\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u65b0\u305f\u306a\u30ec\u30d9\u30eb\u3092\u89e3\u304d\u653e\u3064\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" 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class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Some_key_capabilities_of_LLMs_that_enable_agentic_workflows_include\" >\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u53ef\u80fd\u306b\u3059\u308bLLM\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\uff1a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Multi-agent_collaboration\" >\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#2_Advantages_of_multi-agent_approach\" >2.\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5229\u70b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Applications_of_Agentic_Workflows\" >\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5fdc\u7528<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Automating_routine_and_repetitive_tasks\" >\u30eb\u30fc\u30c1\u30f3\u30ef\u30fc\u30af\u3084\u7e70\u308a\u8fd4\u3057\u4f5c\u696d\u306e\u81ea\u52d5\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Tackling_complex_multistep_workflows\" 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class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Challenges_and_limitations\" >\u8ab2\u984c\u3068\u9650\u754c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#Transformative_Potential_of_Agentic_Workflows\" >\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u3082\u305f\u3089\u3059\u5909\u9769\u306e\u53ef\u80fd\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#FAQ\" >\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/skimai.com\/ja\/what-are-agentic-workflows\/#What_are_agentic_workflows\" 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class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Defining_Agentic_Workflows\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5b9a\u7fa9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u8907\u6570\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3068\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3057\u3066\u30bf\u30b9\u30af\u3092\u5b8c\u4e86\u3059\u308b\u305f\u3081\u306b\u5354\u50cd\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u7279\u5b9a\u306e\u76ee\u6a19\u306b\u5411\u304b\u3063\u3066\u81ea\u5f8b\u7684\u306b\u77e5\u899a\u3001\u63a8\u8ad6\u3001\u884c\u52d5\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30b5\u30a4\u30ed\u5316\u3092\u6253\u7834\u3059\u308b\u5f37\u529b\u306a\u96c6\u5408\u77e5\u3092\u5f62\u6210\u3059\u308b\u3001 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ae%e5%8f%af%e8%83%bd%e6%80%a7%e3%82%92%e6%9c%80%e5%a4%a7%e9%99%90%e3%81%ab%e5%bc%95%e3%81%8d%e5%87%ba%e3%81%99-llms%e3%81%a8%e4%bc%81%e6%a5%ad%e3%83%87\/\">\u7d71\u5408<\/a> \u7570\u7a2e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3059\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_characteristics_of_agentic_workflows_include\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u76ee\u6a19\u5fd7\u5411\uff1a<\/strong> \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u660e\u78ba\u306a\u76ee\u7684\u306b\u3088\u3063\u3066\u52d5\u304b\u3055\u308c\u3001\u671b\u307e\u3057\u3044\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u5354\u529b\u3057\u5408\u3046\u3002<\/p><\/li><li><p><strong>\u9069\u5fdc\u529b\u304c\u3042\u308b\uff1a<\/strong> \u30b7\u30b9\u30c6\u30e0\u306f\u5909\u5316\u3059\u308b\u72b6\u6cc1\u306b\u52d5\u7684\u306b\u9069\u5fdc\u3057\u3001\u904e\u53bb\u306e\u7d4c\u9a13\u304b\u3089\u5b66\u3073\u3001\u6642\u9593\u3068\u3068\u3082\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3060\uff1a<\/strong> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3001\u6700\u65b0\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u4eba\u9593\u306e\u30e6\u30fc\u30b6\u30fc\u3060\u3051\u3067\u306a\u304f\u3001\u4e92\u3044\u306b\u901a\u4fe1\u3057\u3001\u5354\u529b\u3059\u308b\u3002<\/p><\/li>\n<\/ol>\n\n\n<p>\u5f93\u6765\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u3068\u6bd4\u8f03\u3057\u3066\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u304c\u3042\u308b\u3002\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u8b58\u3057\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u5fc5\u8981\u3068\u3059\u308b\u3001\u3088\u308a\u8907\u96d1\u306a\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d7\u30ed\u30bb\u30b9\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u518d\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u65b0\u3057\u3044\u72b6\u6cc1\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3055\u3089\u306b\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u3068\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u3088\u308a\u76f4\u611f\u7684\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u3001\u5c02\u9580\u7684\u306a\u6280\u8853\u77e5\u8b58\u306e\u5fc5\u8981\u6027\u3092\u4f4e\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/e0b40c4c-00c0-408d-917b-ba8ba22b2e84.png\" alt=\"\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Components_of_Agentic_Workflows\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u6210\u8981\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e2d\u6838\u3068\u306a\u308b\u69cb\u6210\u8981\u7d20\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u3001\u74b0\u5883\u3092\u8a8d\u8b58\u3057\u3001\u60c5\u5831\u3092\u51e6\u7406\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u3001\u7279\u5b9a\u306e\u76ee\u6a19\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u884c\u52d5\u3092\u8d77\u3053\u3059\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002\u4f01\u696d\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u6587\u8108\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30bf\u30b9\u30af\u306e\u81ea\u52d5\u5316\u3001\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3001\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u4eba\u9593\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u8abf\u6574\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_Agents\"><\/span>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e2d\u3067\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3084\u6a5f\u80fd\u3092\u5b9f\u884c\u3059\u308b\u81ea\u5f8b\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3042\u308b\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u5f79\u5272\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u7406\u89e3\u3057\u3001\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u77e5\u8b58\u3001\u30b9\u30ad\u30eb\u3001\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u308b\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u62bd\u51fa\u3084\u5206\u6790\u304b\u3089\u610f\u601d\u6c7a\u5b9a\u3084\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u307e\u3067\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u306e\u4e2d\u3067\u7279\u5b9a\u306e\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u7279\u6b8a\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u4e00\u822c\u7684\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30c7\u30fc\u30bf\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong> \u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001API\u3001\u975e\u69cb\u9020\u5316\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3001\u51e6\u7406\u3001\u5206\u6790\u3092\u62c5\u5f53\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u30bf\u30b9\u30af\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 <\/strong>\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u96fb\u5b50\u30e1\u30fc\u30eb\u306e\u9001\u4fe1\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u751f\u6210\u3001\u4ed6\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u30c8\u30ea\u30ac\u30fc\u306a\u3069\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u3067\u7279\u5b9a\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3084\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u610f\u601d\u6c7a\u5b9a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a <\/strong>\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306aAI\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u3001\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u3068\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3002<\/p><\/li><li><p><strong>\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a<\/strong> \u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3084\u305d\u306e\u4ed6\u306e\u624b\u6bb5\u3092\u901a\u3058\u3066\u3001\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u3084\u4eba\u9593\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u8abf\u6574\u3092\u4fc3\u9032\u3059\u308b\u3002<\/p><\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Large_Language_Models_LLMs\"><\/span>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LLM\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u91cd\u8981\u306a\u69cb\u6210\u8981\u7d20\u3067\u3042\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u7406\u89e3\u306e\u57fa\u76e4\u3092\u63d0\u4f9b\u3059\u308b\u3002 <\/p>\n\n\n<p>LLM\u306f\u3001\u9a5a\u304f\u3079\u304d\u6b63\u78ba\u3055\u3068\u6d41\u66a2\u3055\u3067\u4eba\u9593\u306e\u8a00\u8a9e\u3092\u51e6\u7406\u30fb\u751f\u6210\u3067\u304d\u308b\u5f37\u529b\u306aAI\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002LLM\u306f\u3001\u5e45\u5e83\u3044\u30c8\u30d4\u30c3\u30af\u3092\u30ab\u30d0\u30fc\u3059\u308b\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a13\u7df4\u3055\u308c\u3001\u8a00\u8a9e\u3068\u305d\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u304a\u3044\u3066\u3001LLM\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u540c\u58eb\u304c\u3001\u307e\u305f\u4eba\u9593\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u52b9\u679c\u7684\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3068\u308a\u3001\u6307\u793a\u3092\u89e3\u91c8\u3057\u3001\u9069\u5207\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Some_key_capabilities_of_LLMs_that_enable_agentic_workflows_include\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u53ef\u80fd\u306b\u3059\u308bLLM\u306e\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\uff1a<\/strong> LLM\u306f\u4eba\u9593\u306e\u8a00\u8a9e\u306e\u80cc\u5f8c\u306b\u3042\u308b\u610f\u5473\u3084\u610f\u56f3\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u89e3\u91c8\u3057\u3001\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u6b63\u78ba\u306a\u5fdc\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u81ea\u7136\u8a00\u8a9e\u751f\u6210\uff08NLG\uff09\uff1a<\/strong> LLM\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30ec\u30dd\u30fc\u30c8\u3084\u8981\u7d04\u3001\u4f1a\u8a71\u5fdc\u7b54\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\uff1a <\/strong>LLM\u306f\u3001\u8907\u6570\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306b\u308f\u305f\u3063\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7dad\u6301\u3057\u3001\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u9996\u5c3e\u4e00\u8cab\u3057\u305f\u610f\u5473\u306e\u3042\u308b\u5bfe\u8a71\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Multi-agent_collaboration\"><\/span>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u91cd\u8981\u306a\u5f37\u307f\u306e\u3072\u3068\u3064\u306f\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5171\u901a\u306e\u76ee\u6a19\u306b\u5411\u304b\u3063\u3066\u5354\u50cd\u3059\u308b\u80fd\u529b\u306b\u3042\u308b\u3002\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5358\u4e00\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5358\u72ec\u3067\u884c\u3046\u3088\u308a\u3082\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u8907\u96d1\u306a\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69d8\u3005\u306a\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u901a\u3058\u3066\u3001\u884c\u52d5\u3092\u8abf\u6574\u3057\u3001\u60c5\u5831\u3092\u5171\u6709\u3059\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u53d7\u3051\u6e21\u3057\uff1a <\/strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u3001\u6307\u793a\u3001\u307e\u305f\u306f\u66f4\u65b0\u3092\u542b\u3080\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u53d7\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001\u4e92\u3044\u306b\u901a\u4fe1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u77e5\u8b58\u30d9\u30fc\u30b9\u306e\u5171\u6709<\/strong>:\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u60c5\u5831\u306e\u5171\u6709\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u8ca2\u732e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u8abf\u6574\u30d7\u30ed\u30c8\u30b3\u30eb\uff1a<\/strong> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u30bf\u30b9\u30af\u306e\u5272\u308a\u5f53\u3066\u3001\u30b3\u30f3\u30d5\u30ea\u30af\u30c8\u306e\u89e3\u6c7a\u3001\u30b3\u30f3\u30bb\u30f3\u30b5\u30b9\u306e\u5f62\u6210\u306a\u3069\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3069\u306e\u3088\u3046\u306b\u76f8\u4e92\u4f5c\u7528\u3057\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u304b\u3092\u898f\u5b9a\u3059\u308b\u3001\u3042\u3089\u304b\u3058\u3081\u5b9a\u7fa9\u3055\u308c\u305f\u30d7\u30ed\u30c8\u30b3\u30eb\u3084\u30eb\u30fc\u30eb\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Advantages_of_multi-agent_approach\"><\/span>2.\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30b7\u30f3\u30b0\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u975e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u6bd4\u8f03\u3057\u3066\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u5229\u70b9\u3092\u63d0\u4f9b\u3059\u308b\uff1a<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u5206\u6563\u3055\u308c\u305f\u554f\u984c\u89e3\u6c7a\uff1a<\/strong> \u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u8907\u6570\u306e\u5c02\u9580\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5206\u62c5\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u30d5\u30a9\u30fc\u30eb\u30c8\u30fb\u30c8\u30ec\u30e9\u30f3\u30b9\uff1a<\/strong> \u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6545\u969c\u3057\u305f\u308a\u3001\u5229\u7528\u3067\u304d\u306a\u304f\u306a\u3063\u305f\u308a\u3057\u3066\u3082\u3001\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u305d\u306e\u8cac\u4efb\u3092\u5f15\u304d\u7d99\u3050\u306e\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u6a5f\u80fd\u3057\u7d9a\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff1a <\/strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u65b0\u3057\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3001\u65e2\u5b58\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u7c21\u5358\u306b\u62e1\u5f35\u3067\u304d\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u9700\u8981\u306e\u5897\u5927\u306b\u9069\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u67d4\u8edf\u6027\uff1a <\/strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8981\u4ef6\u3084\u74b0\u5883\u306e\u5909\u5316\u306b\u5408\u308f\u305b\u3066\u7c21\u5358\u306b\u518d\u69cb\u6210\u3057\u3001\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li>\n<\/ul>\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u529b\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u8907\u96d1\u306a\u4f01\u696d\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306e\u975e\u5e38\u306b\u6c4e\u7528\u7684\u3067\u52b9\u7387\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001\u4eca\u5f8c\u3055\u3089\u306b\u6d17\u7df4\u3055\u308c\u305f\u5f37\u529b\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b7\u30b9\u30c6\u30e0\u304c\u767b\u5834\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u308b\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/d65985cd-b685-46fd-8498-bcb834b0c2fb.png\" alt=\"\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Applications_of_Agentic_Workflows\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5fdc\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u30eb\u30fc\u30c1\u30f3\u30ef\u30fc\u30af\u306e\u81ea\u52d5\u5316\u304b\u3089\u8907\u96d1\u306a\u591a\u6bb5\u968e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u306e\u53d6\u308a\u7d44\u307f\u307e\u3067\u3001\u5e45\u5e83\u3044\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u4f01\u696d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u52b9\u7387\u6027\u3001\u6b63\u78ba\u6027\u3001\u67d4\u8edf\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Automating_routine_and_repetitive_tasks\"><\/span>\u30eb\u30fc\u30c1\u30f3\u30ef\u30fc\u30af\u3084\u7e70\u308a\u8fd4\u3057\u4f5c\u696d\u306e\u81ea\u52d5\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e3b\u306a\u7528\u9014\u306e1\u3064\u306f\u3001\u591a\u304f\u306e\u7d44\u7e54\u3067\u591a\u5927\u306a\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u6d88\u8cbb\u3059\u308b\u5b9a\u578b\u7684\u306a\u53cd\u5fa9\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u3067\u3042\u308b\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u30c7\u30fc\u30bf\u5165\u529b\u3001\u6587\u66f8\u7ba1\u7406\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4eba\u9593\u306e\u52b4\u50cd\u8005\u306f\u3088\u308a\u6226\u7565\u7684\u3067\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u6d3b\u52d5\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u69cb\u9020\u5316\u304a\u3088\u3073\u975e\u69cb\u9020\u5316\u30bd\u30fc\u30b9\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u30c7\u30fc\u30bf\u3092\u691c\u8a3c\u304a\u3088\u3073\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3057\u3001\u4e0b\u6d41\u30b7\u30b9\u30c6\u30e0\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30d3\u30b8\u30cd\u30b9\u30fb\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3088\u3063\u3066\u3001\u8acb\u6c42\u66f8\u51e6\u7406\u3001\u6ce8\u6587\u51e6\u7406\u3001\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u554f\u3044\u5408\u308f\u305b\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u3001\u30b9\u30d4\u30fc\u30c9\u3068\u6b63\u78ba\u6027\u3092\u5411\u4e0a\u3055\u305b\u306a\u304c\u3089\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tackling_complex_multistep_workflows\"><\/span>\u8907\u96d1\u306a\u591a\u6bb5\u968e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u306e\u5bfe\u5fdc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u771f\u306b\u8f1d\u304f\u306e\u306f\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u95a2\u4fc2\u8005\u306b\u307e\u305f\u304c\u308b\u8abf\u6574\u3092\u5fc5\u8981\u3068\u3059\u308b\u8907\u96d1\u3067\u591a\u6bb5\u968e\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u51e6\u7406\u3059\u308b\u3068\u304d\u3067\u3042\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3088\u308a\u5c0f\u3055\u304f\u5c02\u9580\u7684\u306a\u30bf\u30b9\u30af\u306b\u5206\u89e3\u3057\u3001\u7570\u306a\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b7\u30b9\u30c6\u30e0\u306f\u8907\u96d1\u306a\u4f9d\u5b58\u95a2\u4fc2\u3084\u610f\u601d\u6c7a\u5b9a\u30dd\u30a4\u30f3\u30c8\u3092\u7c21\u5358\u306b\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p>\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u91d1\u878d\u3001\u88fd\u9020\u306a\u3069\u306e\u696d\u754c\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089\u5927\u304d\u306a\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4f8b\u3048\u3070\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3067\u306f\u3001\u8907\u6570\u306e\u533b\u7642\u63d0\u4f9b\u8005\u3084\u30b7\u30b9\u30c6\u30e0\u306b\u307e\u305f\u304c\u308b\u30bf\u30b9\u30af\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u521d\u671f\u8a3a\u65ad\u304b\u3089\u6cbb\u7642\u3001\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u306b\u81f3\u308b\u307e\u3067\u3001\u60a3\u8005\u306e\u30b1\u30a2\u7d4c\u8def\u3092\u5408\u7406\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u91d1\u878d\u3067\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3088\u3063\u3066\u3001\u878d\u8cc7\u306e\u5b9f\u884c\u3001\u4e0d\u6b63\u306e\u691c\u51fa\u3001\u30ea\u30b9\u30af\u8a55\u4fa1\u306a\u3069\u306e\u8907\u96d1\u306a\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3001\u898f\u5236\u3078\u306e\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u3001\u30b9\u30d4\u30fc\u30c9\u3068\u6b63\u78ba\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<p>\u5f93\u6765\u306e\u4eba\u9593\u306b\u3088\u308b\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u30fb\u30d7\u30ed\u30bb\u30b9\u3068\u6bd4\u8f03\u3057\u3066\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u304c\u3042\u308b\u300224\u6642\u9593365\u65e5\u3001\u75b2\u52b4\u3059\u308b\u3053\u3068\u306a\u304f\u7a3c\u52d5\u3057\u3001\u306f\u308b\u304b\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3068\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3057\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30eb\u30fc\u30eb\u3068\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4eba\u9593\u306e\u4f5c\u696d\u54e1\u306f\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u76e3\u7763\u30fb\u6307\u5c0e\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u304c\u3001\u624b\u4f5c\u696d\u306b\u3088\u308b\u53cd\u5fa9\u4f5c\u696d\u306e\u8ca0\u62c5\u304b\u3089\u306f\u89e3\u653e\u3055\u308c\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Potential_for_agentic_workflows_to_transform_enterprise_systems\"><\/span>\u4f01\u696d\u30b7\u30b9\u30c6\u30e0\u3092\u5909\u9769\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u53ef\u80fd\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u63a1\u7528\u306f\u3001\u4f01\u696d\u306e\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u3001\u69cb\u7bc9\u3001\u7ba1\u7406\u65b9\u6cd5\u3092\u6839\u672c\u7684\u306b\u5909\u9769\u3059\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002\u81ea\u52d5\u5316\u306b\u5bfe\u3057\u3066\u3088\u308a\u67d4\u8edf\u3067\u3001\u9069\u5fdc\u6027\u304c\u3042\u308a\u3001\u62e1\u5f35\u6027\u306e\u3042\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u7d44\u7e54\u304c\u3088\u308a\u4fca\u654f\u306b\u306a\u308a\u3001\u5909\u5316\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3092\u52a9\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u4f01\u696d\u30b7\u30b9\u30c6\u30e0\u3001\u4eba\u9593\u306e\u52b4\u50cd\u8005\u9593\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u304c\u9032\u3080\u3068\u4e88\u60f3\u3055\u308c\u308b\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u7d44\u7e54\u306f\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u3001\u6642\u9593\u3068\u3068\u3082\u306b\u5b66\u7fd2\u30fb\u9069\u5fdc\u3067\u304d\u308b\u81ea\u5df1\u6700\u9069\u5316\u30d7\u30ed\u30bb\u30b9\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u306a\u304c\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Benefits_and_Challenges\"><\/span>\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u3082\u305f\u3089\u3059\u4e00\u65b9\u3067\u3001\u72ec\u81ea\u306e\u8ab2\u984c\u3084\u5236\u9650\u3082\u4f34\u3046\u3002\u30e1\u30ea\u30c3\u30c8\u3068\u6f5c\u5728\u7684\u306a\u30cf\u30fc\u30c9\u30eb\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u6210\u529f\u88cf\u306b\u5c0e\u5165\u3057\u3088\u3046\u3068\u3059\u308b\u7d44\u7e54\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_benefits\"><\/span>\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u52b9\u7387\u3068\u751f\u7523\u6027\u306e\u5411\u4e0a\uff1a<\/strong> \u5b9a\u578b\u696d\u52d9\u3092\u81ea\u52d5\u5316\u3057\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u4f01\u696d\u5168\u4f53\u306e\u52b9\u7387\u6027\u3068\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306f\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u5e02\u5834\u6295\u5165\u307e\u3067\u306e\u6642\u9593\u306e\u77ed\u7e2e\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u5e74\u4e2d\u7121\u4f11\uff1a <\/strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4f11\u61a9\u3084\u4f11\u307f\u3092\u53d6\u308b\u3053\u3068\u306a\u304f24\u6642\u9593\u50cd\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u901a\u5e38\u306e\u696d\u52d9\u6642\u9593\u5916\u3067\u3042\u3063\u3066\u3082\u91cd\u8981\u306a\u30d7\u30ed\u30bb\u30b9\u304c\u5186\u6ed1\u306b\u9032\u884c\u3059\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u8907\u96d1\u3055\u3092\u6271\u3046\u80fd\u529b\uff1a<\/strong> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u95a2\u4fc2\u8005\u304c\u95a2\u4e0e\u3059\u308b\u8907\u96d1\u3067\u591a\u6bb5\u968e\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u51e6\u7406\u3059\u308b\u306e\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3088\u308a\u5c0f\u3055\u304f\u3001\u5c02\u9580\u7684\u306a\u30bf\u30b9\u30af\u306b\u5206\u89e3\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u901a\u3058\u3066\u305d\u308c\u3089\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u8907\u96d1\u3055\u3092\u5bb9\u6613\u306b\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Challenges_and_limitations\"><\/span>\u8ab2\u984c\u3068\u9650\u754c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u6280\u8853\u7684\u306a\u30cf\u30fc\u30c9\u30eb\uff1a<\/strong> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5c0e\u5165\u3059\u308b\u306b\u306f\u3001\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001AI\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u5c02\u9580\u7684\u306a\u4eba\u6750\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306a\u3069\u3001\u591a\u5927\u306a\u6280\u8853\u7684\u5c02\u9580\u77e5\u8b58\u3068\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002\u7d44\u7e54\u306f\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u5229\u70b9\u3092\u5b8c\u5168\u306b\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u30b9\u30ad\u30eb\u306b\u6295\u8cc7\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p><\/li><li><p><strong>\u7d44\u7e54\u6539\u9769\u304c\u5fc5\u8981\uff1a<\/strong> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u63a1\u7528\u3059\u308b\u306b\u306f\u3001\u65e2\u5b58\u306e\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3001\u5f79\u5272\u3001\u8cac\u4efb\u3092\u5927\u5e45\u306b\u5909\u66f4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u591a\u3044\u3002\u7d44\u7e54\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08\u30fb\u7ba1\u7406\u65b9\u6cd5\u3084\u3001AI\u6642\u4ee3\u306e\u5f93\u696d\u54e1\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30fb\u30b5\u30dd\u30fc\u30c8\u65b9\u6cd5\u3092\u518d\u8003\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p><\/li><li><p><strong>\u8cac\u4efb\u3042\u308bAI\u3078\u306e\u914d\u616e\uff1a <\/strong>\u4ed6\u306eAI\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u540c\u69d8\u306b\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u900f\u660e\u6027\u3001\u8aac\u660e\u8cac\u4efb\u3001\u516c\u5e73\u6027\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u554f\u984c\u3092\u63d0\u8d77\u3059\u308b\u3002\u7d44\u7e54\u306f\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u502b\u7406\u7684\u304b\u3064\u8cac\u4efb\u3042\u308b\u65b9\u6cd5\u3067\u8a2d\u8a08\u3055\u308c\u3001\u4f7f\u7528\u3055\u308c\u3001\u610f\u56f3\u3057\u306a\u3044\u7d50\u679c\u3092\u9632\u3050\u305f\u3081\u306b\u9069\u5207\u306a\u4fdd\u8b77\u63aa\u7f6e\u304c\u8b1b\u3058\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p><\/li>\n<\/ol>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u4f01\u696d\u306f\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u614e\u91cd\u306b\u691c\u8a0e\u3057\u3001\u305d\u308c\u3089\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u6226\u7565\u3092\u7b56\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u7d4c\u9a13\u8c4a\u5bcc\u306aAI\u30d9\u30f3\u30c0\u30fc\u3068\u63d0\u643a\u3057\u3001\u5f93\u696d\u54e1\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5909\u66f4\u7ba1\u7406\u306b\u6295\u8cc7\u3057\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3068\u4f7f\u7528\u306b\u95a2\u3059\u308b\u660e\u78ba\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u67a0\u7d44\u307f\u3092\u78ba\u7acb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u8ab2\u984c\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u6f5c\u5728\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u7121\u8996\u3067\u304d\u306a\u3044\u307b\u3069\u5927\u304d\u3044\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u6210\u719f\u3092\u7d9a\u3051\u3001\u3088\u308a\u5e83\u304f\u63a1\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308c\u3070\u3001\u4f01\u696d\u5168\u4f53\u3067\u65b0\u305f\u306a\u30ec\u30d9\u30eb\u306e\u52b9\u7387\u6027\u3001\u654f\u6377\u6027\u3001\u9769\u65b0\u6027\u3092\u89e3\u304d\u653e\u3064\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Transformative_Potential_of_Agentic_Workflows\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u3082\u305f\u3089\u3059\u5909\u9769\u306e\u53ef\u80fd\u6027 <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u307f\u3001\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5f37\u529b\u306a\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u30b5\u30a4\u30ed\u3092\u6253\u7834\u3057\u3001\u4eba\u9593\u3068\u6a5f\u68b0\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5e45\u5e83\u3044\u696d\u754c\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u65b0\u305f\u306a\u30ec\u30d9\u30eb\u306e\u52b9\u7387\u6027\u3001\u4fca\u654f\u6027\u3001\u9769\u65b0\u6027\u3092\u5f15\u304d\u51fa\u3059\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_are_agentic_workflows\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u306f\uff1f <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u53d6\u308a\u7d44\u3080\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u306f\u3001\u8907\u6570\u306e\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u30b5\u30a4\u30ed\u5316\u3092\u89e3\u6d88\u3057\u3001\u7570\u7a2e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002 <\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_agentic_workflows_differ_from_traditional_AI_workflows\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u5f93\u6765\u306eAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u3069\u3046\u9055\u3046\u306e\u304b\uff1f <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u5358\u4e00\u306e\u30e2\u30ce\u30ea\u30b7\u30c3\u30af\u306aAI\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u305e\u308c\u304c\u7279\u5b9a\u306e\u30b9\u30ad\u30eb\u3068\u80fd\u529b\u3092\u6301\u3064\u8907\u6570\u306e\u5c02\u9580AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002 <\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Should_my_enterprise_use_AI_agents_and_agentic_workflows\"><\/span>\u4f01\u696d\u306fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f7f\u3046\u3079\u304d\u304b\uff1f <span 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