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class=\"wp-block-paragraph\">\u7d4c\u55b6\u5c64\u304b\u3089\u306e\u300cAI\u3067\u52b9\u7387\u5316\u3067\u304d\u308b\u306f\u305a\u3060\u304b\u3089\u5de5\u6570\u3092\u5727\u7e2e\u3057\u3066\u307b\u3057\u3044\u300d\u3068\u3044\u3046\u5727\u529b\u3068\u3001\u73fe\u5834\u62c5\u5f53\u8005\u304b\u3089\u306e\u300cAI\u304c\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u3092\u672c\u5f53\u306b\u4fe1\u7528\u3057\u3066\u3044\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u4e0d\u5b89\u304c\u3001\u540c\u3058\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e2d\u3067\u4e21\u7acb\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u306ePM\u306f\u3053\u306e\u4e21\u7aef\u306e\u6e29\u5ea6\u5dee\u3092\u53d7\u3051\u6b62\u3081\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u6839\u62e0\u3092\u6280\u8853\u7528\u8a9e\u629c\u304d\u3067\u8aac\u660e\u3059\u308b\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cAI\u3092\u4f7f\u3063\u305f\u304b\uff0f\u4f7f\u308f\u306a\u304b\u3063\u305f\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u3053\u306b\u3069\u306e\u30c6\u30b9\u30c8\u3092\u901a\u3057\u305f\u304b\u300d\u300c\u3069\u3093\u306a\u691c\u8a3c\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u305f\u304b\u300d\u3092\u8aac\u660e\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u4fe1\u983c\u7dad\u6301\u306e\u30b3\u30a2\u80fd\u529b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u300c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u5de5\u6570\u306e30%\u3092AI\u652f\u63f4\u3067\u77ed\u7e2e\u3057\u305f\u304c\u3001\u30c6\u30b9\u30c8\u5de5\u6570\u306f\u5f93\u6765\u6bd410%\u5897\u3067\u5b9f\u65bd\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u89b3\u70b9\u30925\u9805\u76ee\u8ffd\u52a0\u3057\u305f\u300d\u3068\u3044\u3063\u305f\u4e8b\u5b9f\u30d9\u30fc\u30b9\u306e\u8aac\u660e\u304c\u3067\u304d\u308c\u3070\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u4e0d\u5b89\u306f\u5177\u4f53\u7684\u306a\u7d0d\u5f97\u611f\u306b\u5909\u308f\u308a\u307e\u3059\u3002\u9006\u306b\u300cAI\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u5316\u3057\u307e\u3057\u305f\u300d\u3060\u3051\u3067\u7d42\u308f\u308b\u3068\u3001\u54c1\u8cea\u306b\u5bfe\u3059\u308b\u88cf\u4ed8\u3051\u304c\u898b\u3048\u305a\u3001\u4e0d\u4fe1\u611f\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53d7\u8a17\u958b\u767a\u306eAI\u6642\u4ee3\u306b\u304a\u3051\u308b\u54c1\u8cea\u4fdd\u8a3c\u306e\u5168\u4f53\u50cf \u2014 V\u5b57\u30e2\u30c7\u30eb\u518d\u5b9a\u7fa9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-vmodel-1.png\" alt=\"AI\u6642\u4ee3\u306b\u518d\u5b9a\u7fa9\u3055\u308c\u305fV\u5b57\u30e2\u30c7\u30eb\u306e\u5168\u4f53\u50cf\u3092\u793a\u3059\u56f3\u89e3\" class=\"wp-image-1891\" srcset=\"https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-vmodel-1.png 1536w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-vmodel-1-300x200.png 300w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-vmodel-1-1024x683.png 1024w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-vmodel-1-768x512.png 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f93\u6765\u306eV\u5b57\u30e2\u30c7\u30eb\u306f\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u53d7\u3051\u5165\u308c\u30c6\u30b9\u30c8\u307e\u3067\u3092\u4e00\u76f4\u7dda\u306b\u7d50\u3093\u3060\u30d7\u30ed\u30bb\u30b9\u3067\u3057\u305f\u3002AI\u6d3b\u7528\u304c\u524d\u63d0\u3068\u306a\u308b\u73fe\u5728\u306f\u3001\u5de6\u8fba\uff08\u8981\u4ef6\u30fb\u8a2d\u8a08\uff09\u3068\u53f3\u8fba\uff08\u30c6\u30b9\u30c8\uff09\u306e\u9593\u306b\u300cAI\u751f\u6210\u6210\u679c\u7269\u306e\u691c\u8a3c\u30eb\u30fc\u30d7\u300d\u3092\u7d44\u307f\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5de6\u8fba\u306e\u5909\u5316: \u8981\u4ef6\u3092AI\u304c\u89e3\u91c8\u3067\u304d\u308b\u7c92\u5ea6\u307e\u3067\u5206\u89e3\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u306b\u30b3\u30fc\u30c9\u751f\u6210\u3092\u4efb\u305b\u308b\u524d\u63d0\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3092\u5f93\u6765\u3088\u308a\u3082\u69cb\u9020\u5316\u3055\u308c\u305f\u5f62\u3067\u8a18\u8ff0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u66d6\u6627\u306a\u8981\u4ef6\u3092AI\u306b\u6e21\u3059\u3068\u3001AI\u306f\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u89e3\u91c8\u300d\u3067\u88dc\u5b8c\u3057\u3066\u3057\u307e\u3044\u3001\u5f8c\u5de5\u7a0b\u3067\u767a\u899a\u3059\u308b\u624b\u623b\u308a\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306b\u306f\u3001\u6a5f\u80fd\u8981\u4ef6\u3092\u4ee5\u4e0b\u306e3\u5c64\u3067\u6587\u66f8\u5316\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u696d\u52d9\u8981\u4ef6\uff08\u30e6\u30fc\u30b6\u30fc\u304c\u9054\u6210\u3057\u305f\u3044\u30b4\u30fc\u30eb\uff09<\/li>\n\n\n\n<li>\u6a5f\u80fd\u8981\u4ef6\uff08\u30b7\u30b9\u30c6\u30e0\u304c\u63d0\u4f9b\u3059\u308b\u632f\u308b\u821e\u3044\uff09<\/li>\n\n\n\n<li>\u53d7\u3051\u5165\u308c\u57fa\u6e96\uff08\u5408\u5426\u3092\u5224\u5b9a\u3059\u308b\u89b3\u70b9\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d7\u3051\u5165\u308c\u57fa\u6e96\u3092\u300c\u6b63\u5e38\u7cfb\u30fb\u7570\u5e38\u7cfb\u30fb\u5883\u754c\u6761\u4ef6\u300d\u306e3\u8996\u70b9\u3067\u5148\u306b\u66f8\u3044\u3066\u304a\u3051\u3070\u3001AI\u3078\u306e\u6307\u793a\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306e\u54c1\u8cea\u3082\u4e0a\u304c\u308a\u3001\u751f\u6210\u30b3\u30fc\u30c9\u3068\u53d7\u3051\u5165\u308c\u30c6\u30b9\u30c8\u306e\u6574\u5408\u6027\u304c\u78ba\u4fdd\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3068\u3057\u3066\u3001EC\u30b5\u30a4\u30c8\u306e\u30af\u30fc\u30dd\u30f3\u9069\u7528\u6a5f\u80fd\u3092\u5b9f\u88c5\u3059\u308b\u5834\u5408\u3001\u8981\u4ef6\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5206\u89e3\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u696d\u52d9\u8981\u4ef6: 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\u671f\u9650\u5207\u308c\u30fb\u5b58\u5728\u3057\u306a\u3044\u30fb\u65e2\u4f7f\u7528\u306e\u30b3\u30fc\u30c9\u3067\u306f\u9069\u7528\u3055\u308c\u305a\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u308b<\/li>\n\n\n\n<li>\u53d7\u3051\u5165\u308c\u57fa\u6e96\uff08\u5883\u754c\u6761\u4ef6\uff09: \u6709\u52b9\u671f\u9650\u3061\u3087\u3046\u3069\u306e\u65e5\u6642\u3001\u6700\u4f4e\u5229\u7528\u91d1\u984d\u3061\u3087\u3046\u3069\u3001\u8907\u6570\u30af\u30fc\u30dd\u30f3\u540c\u6642\u9069\u7528\u6642\u306e\u512a\u5148\u9806\u4f4d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u7c92\u5ea6\u3067\u8981\u4ef6\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001AI\u306b\u6e21\u3059\u30d7\u30ed\u30f3\u30d7\u30c8\u3082\u81ea\u7136\u3068\u8a73\u7d30\u306b\u306a\u308a\u3001\u751f\u6210\u30b3\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3082\u8981\u4ef6\u304b\u30891\u5bfe1\u3067\u5c0e\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u53f3\u8fba\u306e\u5909\u5316: \u30c6\u30b9\u30c8\u5c64\u3054\u3068\u306b\u300cAI\u304c\u66f8\u3044\u305f\u304b\u300d\u3092\u610f\u8b58\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">V\u5b57\u306e\u53f3\u8fba\u3001\u3064\u307e\u308a\u30c6\u30b9\u30c8\u5de5\u7a0b\u3067\u306f\u3001\u30c6\u30b9\u30c8\u30ec\u30d9\u30eb\u3054\u3068\u306b\u300cAI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u8ffd\u52a0\u306e\u78ba\u8a8d\u89b3\u70b9\u300d\u3092\u4e0a\u4e57\u305b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30c6\u30b9\u30c8\u30ec\u30d9\u30eb<\/th><th>\u5f93\u6765\u306e\u4e3b\u76ee\u7684<\/th><th>AI\u6642\u4ee3\u306b\u8ffd\u52a0\u3059\u3079\u304d\u89b3\u70b9<\/th><\/tr><\/thead><tbody><tr><td>\u5358\u4f53\u30c6\u30b9\u30c8<\/td><td>\u95a2\u6570\u5358\u4f4d\u306e\u6b63\u5e38\u52d5\u4f5c<\/td><td>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u306a\u304b\u3063\u305f\u6697\u9ed9\u30eb\u30fc\u30eb\u306e\u9038\u8131\u691c\u51fa<\/td><\/tr><tr><td>\u7d50\u5408\u30c6\u30b9\u30c8<\/td><td>\u30e2\u30b8\u30e5\u30fc\u30eb\u9593\u9023\u643a<\/td><td>\u547d\u540d\u898f\u5247\u30fb\u4f8b\u5916\u51e6\u7406\u30d1\u30bf\u30fc\u30f3\u306e\u7d71\u4e00\u6027<\/td><\/tr><tr><td>\u30b7\u30b9\u30c6\u30e0\u30c6\u30b9\u30c8<\/td><td>\u6a5f\u80fd\u30fb\u975e\u6a5f\u80fd\u306e\u7dcf\u5408\u78ba\u8a8d<\/td><td>\u30e9\u30a4\u30bb\u30f3\u30b9\u30fb\u4f9d\u5b58\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6df7\u5165\u30c1\u30a7\u30c3\u30af<\/td><\/tr><tr><td>\u53d7\u3051\u5165\u308c\u30c6\u30b9\u30c8<\/td><td>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u89b3\u70b9\u306e\u5408\u5426\u5224\u5b9a<\/td><td>AI\u6d3b\u7528\u7bc4\u56f2\u306e\u8aac\u660e\u3068\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u63d0\u793a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e2d\u592e\u306e\u30eb\u30fc\u30d7: \u751f\u6210\u2192\u691c\u8a3c\u2192\u518d\u751f\u6210\u306e\u53cd\u5fa9\u7ba1\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d7\u8a17\u958b\u767a\u306eAI\u6642\u4ee3\u306b\u304a\u3051\u308b\u54c1\u8cea\u4fdd\u8a3c\u3067\u306f\u3001\u8981\u4ef6\u3068\u5b9f\u88c5\u306e\u9593\u306b\u300cAI\u751f\u6210\u3068\u691c\u8a3c\u306e\u5c0f\u3055\u306a\u30eb\u30fc\u30d7\u300d\u304c\u8907\u6570\u56de\u56de\u308a\u307e\u3059\u3002\u3053\u306e\u30eb\u30fc\u30d7\u3092\u56de\u3057\u305f\u56de\u6570\u30fb\u901a\u904e\u3057\u305f\u30c6\u30b9\u30c8\u30fb\u6b8b\u3063\u305f\u8ab2\u984c\u3092\u8a18\u9332\u306b\u6b8b\u305b\u308b\u4ed5\u7d44\u307f\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30ec\u30d3\u30e5\u30fc\u7d50\u679c\u306e\u30ed\u30b0\u7ba1\u7406\uff09\u304c\u3001\u5f8c\u5de5\u7a0b\u306e\u4fe1\u983c\u6027\u3092\u652f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IPA\u304c\u904b\u55b6\u3059\u308bAI\u30bb\u30fc\u30d5\u30c6\u30a3\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff08AISI\uff09\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u8a55\u4fa1\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u7d99\u7d9a\u7684\u306b\u6574\u5099\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3067\u306e\u8a18\u9332\u6027\u304c\u4eca\u5f8c\u307e\u3059\u307e\u3059\u91cd\u8996\u3055\u308c\u308b\u3068\u793a\u5506\u3057\u3066\u3044\u307e\u3059\uff08\u53c2\u8003: <a href=\"https:\/\/aisi.go.jp\/\">AI\u30bb\u30fc\u30d5\u30c6\u30a3\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u4f53\u5236\u3092\u898b\u76f4\u305d\u3046\u3068\u3057\u3066\u3082\u3001\u793e\u5185\u306b\u5c02\u4efb\u306e\u30c6\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u3044\u305f\u3081\u306b\u52d5\u304d\u51fa\u305b\u306a\u3044\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3042\u308a\u307e\u3059\u3002\u793e\u5185\u4f53\u5236\u306e\u9078\u629e\u80a2\u3092\u6574\u7406\u3057\u305f\u8a18\u4e8b\u3068\u3057\u3066<a href=\"\/test\/blog\/no-test-engineer-options\/\">\u30c6\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u3044\u958b\u767a\u4f1a\u793e\u304c\u53d6\u308c\u308b3\u3064\u306e\u9078\u629e\u80a2<\/a>\u3082\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u751f\u6210\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u3092\u62c5\u4fdd\u3059\u308b5\u3064\u306e\u30c6\u30b9\u30c8\u89b3\u70b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig2-1.png\" alt=\"AI\u751f\u6210\u30b3\u30fc\u30c9\u3092\u4e2d\u5fc3\u306b5\u3064\u306e\u30c6\u30b9\u30c8\u89b3\u70b9\u3092\u653e\u5c04\u72b6\u306b\u914d\u7f6e\u3057\u305f\u56f3\u89e3\" class=\"wp-image-1890\" srcset=\"https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig2-1.png 1536w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig2-1-300x200.png 300w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig2-1-1024x683.png 1024w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig2-1-768x512.png 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u304b\u3089\u306f\u5177\u4f53\u7684\u306a\u30c6\u30b9\u30c8\u89b3\u70b9\u306b\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002AI\u751f\u6210\u30b3\u30fc\u30c9\u3092\u901a\u5e38\u30b3\u30fc\u30c9\u3068\u540c\u3058\u30c6\u30b9\u30c8\u30d7\u30ed\u30bb\u30b9\u306b\u4e57\u305b\u308b\u306e\u306f\u524d\u63d0\u3068\u3057\u3066\u3001\u8ffd\u52a0\u3067\u610f\u8b58\u3059\u3079\u304d5\u3064\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89b3\u70b91: \u6697\u9ed9\u4ed5\u69d8\u306e\u5883\u754c\u5024\u30c6\u30b9\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u306f\u8981\u4ef6\u66f8\u306b\u660e\u793a\u3055\u308c\u305f\u6570\u5024\u7bc4\u56f2\u306b\u3064\u3044\u3066\u306f\u6b63\u3057\u304f\u6271\u3046\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u300c\u696d\u52d9\u4e0a\u5f53\u305f\u308a\u524d\u300d\u3068\u3055\u308c\u3066\u3044\u308b\u6697\u9ed9\u306e\u5883\u754c\uff08\u55b6\u696d\u65e5\u3001\u6d88\u8cbb\u7a0e\u306e\u7aef\u6570\u51e6\u7406\u3001\u5e74\u5ea6\u5207\u308a\u66ff\u3048\u6642\u523b\u306a\u3069\uff09\u3067\u8e93\u304d\u307e\u3059\u3002\u540c\u5024\u5206\u5272\u3068\u5883\u754c\u5024\u5206\u6790\u3092\u3001\u6697\u9ed9\u4ed5\u69d8\u306b\u3053\u305d\u91cd\u70b9\u7684\u306b\u9069\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u6ce8\u610f\u3057\u305f\u3044\u6697\u9ed9\u5883\u754c\u306e\u4f8b\u3092\u6319\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6708\u672b\u5224\u5b9a\uff0828\u65e5\uff0f30\u65e5\uff0f31\u65e5\uff0f\u3046\u308b\u3046\u5e742\u670829\u65e5\uff09<\/li>\n\n\n\n<li>\u55b6\u696d\u65e5\u30fb\u795d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc\uff08\u5e74\u672b\u5e74\u59cb\u3001\u30b4\u30fc\u30eb\u30c7\u30f3\u30a6\u30a3\u30fc\u30af\u306e\u8de8\u304e\uff09<\/li>\n\n\n\n<li>\u6d88\u8cbb\u7a0e\u8a08\u7b97\u306e\u7aef\u6570\u51e6\u7406\uff08\u5207\u308a\u4e0a\u3052\uff0f\u5207\u308a\u6368\u3066\uff0f\u56db\u6368\u4e94\u5165\uff09<\/li>\n\n\n\n<li>\u6587\u5b57\u30b3\u30fc\u30c9\uff08\u534a\u89d2\u30ab\u30ca\u3001\u7d75\u6587\u5b57\u3001\u30b5\u30ed\u30b2\u30fc\u30c8\u30da\u30a2\uff09<\/li>\n\n\n\n<li>\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\uff08\u30b5\u30de\u30fc\u30bf\u30a4\u30e0\u3001UTC\u5909\u63db\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306f\u8981\u4ef6\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u696d\u52d9\u4e0a\u5f53\u7136\u306b\u6b63\u3057\u304f\u52d5\u304f\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002AI\u304c\u751f\u6210\u3057\u305f\u30b3\u30fc\u30c9\u304c\u3053\u308c\u3089\u5168\u3066\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u30c6\u30b9\u30c8\u8a08\u753b\u306b\u6697\u9ed9\u5883\u754c\u306e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3092\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89b3\u70b92: \u5b66\u7fd2\u30c7\u30fc\u30bf\u8d77\u56e0\u306e\u504f\u308a\u306b\u5bfe\u3059\u308b\u30e1\u30bf\u30e2\u30eb\u30d5\u30a3\u30c3\u30af\u30c6\u30b9\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u304c\u904e\u53bb\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304b\u3089\u5b66\u7fd2\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u7279\u5b9a\u306e\u30d1\u30bf\u30fc\u30f3\uff08\u4f8b: SQL\u6587\u5b57\u5217\u9023\u7d50\u3001\u82f1\u8a9e\u570f\u524d\u63d0\u306e\u65e5\u4ed8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff09\u306b\u504f\u3063\u305f\u5b9f\u88c5\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u540c\u3058\u696d\u52d9\u30ed\u30b8\u30c3\u30af\u306b\u5bfe\u3057\u3066\u5165\u529b\u3092\u308f\u305a\u304b\u306b\u5909\u5316\u3055\u305b\u305f\u3068\u304d\u3001\u51fa\u529b\u304c\u60f3\u5b9a\u901a\u308a\u5bfe\u5fdc\u95a2\u4fc2\u3092\u4fdd\u3064\u304b\u3092\u78ba\u8a8d\u3059\u308b\u300c\u30e1\u30bf\u30e2\u30eb\u30d5\u30a3\u30c3\u30af\u30c6\u30b9\u30c8\u300d\u306e\u767a\u60f3\u304c\u6709\u52b9\u3067\u3059\u3002\u9ad8\u6a4b\u5bff\u4e00\u300e\u77e5\u8b58\u30bc\u30ed\u304b\u3089\u5b66\u3076\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c6\u30b9\u30c8\u300f\u3067\u306f\u3001\u30e1\u30bf\u30e2\u30eb\u30d5\u30a3\u30c3\u30af\u30c6\u30b9\u30c8\u3092AI\u6642\u4ee3\u306e\u65b0\u3057\u3044\u30c6\u30b9\u30c8\u6280\u6cd5\u3068\u3057\u3066\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89b3\u70b93: \u4f8b\u5916\u51e6\u7406\u30fbnull\u5b89\u5168\u6027\u306e\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u89b3\u70b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u751f\u6210\u30b3\u30fc\u30c9\u306f\u30cf\u30c3\u30d4\u30fc\u30d1\u30b9\uff08\u6b63\u5e38\u7cfb\uff09\u306b\u5f37\u304f\u3001\u4f8b\u5916\u51e6\u7406\u306f\u96d1\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002<code>try-catch<\/code>\u306e\u63e1\u308a\u3064\u3076\u3057\u3001null\u30c1\u30a7\u30c3\u30af\u6f0f\u308c\u3001\u30ea\u30bd\u30fc\u30b9\u89e3\u653e\u5fd8\u308c\u3068\u3044\u3063\u305f\u300c\u52d5\u304f\u3051\u308c\u3069\u58ca\u308c\u3084\u3059\u3044\u300d\u30b3\u30fc\u30c9\u304c\u6df7\u5165\u3057\u307e\u3059\u3002\u30ec\u30d3\u30e5\u30fc\u89b3\u70b9\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u6a19\u6e96\u5316\u3057\u3066\u304a\u304f\u3068\u691c\u51fa\u7387\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f8b\u5916\u3092\u63e1\u308a\u3064\u3076\u3057\u3066\u3044\u306a\u3044\u304b\uff08\u6700\u4f4e\u9650\u30ed\u30b0\u51fa\u529b\u304c\u3042\u308b\u304b\uff09<\/li>\n\n\n\n<li>\u5916\u90e8\u4f9d\u5b58\u547c\u3073\u51fa\u3057\u524d\u5f8c\u3067null\/undefined\u5224\u5b9a\u304c\u3042\u308b\u304b<\/li>\n\n\n\n<li>\u30d5\u30a1\u30a4\u30eb\u30fb\u63a5\u7d9a\u30fb\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u89e3\u653e\u304c\u78ba\u5b9f\u304b<\/li>\n\n\n\n<li>\u975e\u540c\u671f\u51e6\u7406\u306e\u30a8\u30e9\u30fc\u304c\u4f1d\u64ad\u3059\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u89b3\u70b94: \u30e9\u30a4\u30bb\u30f3\u30b9\u30fb\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u3001\u5b66\u7fd2\u5143\u306eOSS\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u62b5\u89e6\u3059\u308b\u8a18\u8ff0\u3084\u3001\u65e2\u77e5\u306e\u8106\u5f31\u6027\u30d1\u30bf\u30fc\u30f3\u304c\u6df7\u5165\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6a5f\u68b0\u7684\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002GitHub Advanced Security\u3001Snyk\u3001OWASP Dependency-Check\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u3001CI\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u7d0d\u54c1\u7269\u5168\u4f53\u306b\u5bfe\u3059\u308b\u8cac\u4efb\u3092\u8ca0\u3046\u305f\u3081\u3001\u751f\u6210\u30b3\u30fc\u30c9\u304b\u624b\u66f8\u304d\u30b3\u30fc\u30c9\u304b\u3092\u554f\u308f\u305a\u3001\u540c\u4e00\u57fa\u6e96\u3067\u30b9\u30ad\u30e3\u30f3\u3092\u901a\u3059\u3053\u3068\u304c\u539f\u5247\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89b3\u70b95: \u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u78ba\u4fdd\u306e\u305f\u3081\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30ec\u30d3\u30e5\u30fc\u8a18\u9332<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3053\u306e\u30b3\u30fc\u30c9\u306f\u3069\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u751f\u6210\u3055\u308c\u3001\u3069\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u7d4c\u3066\u63a1\u7528\u3055\u308c\u305f\u304b\u300d\u3092\u6b8b\u3057\u3066\u304a\u304f\u3068\u3001\u5f8c\u3067\u30d0\u30b0\u304c\u767a\u899a\u3057\u305f\u3068\u304d\u306e\u8abf\u67fb\u6642\u9593\u304c\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002Git\u306e\u30b3\u30df\u30c3\u30c8\u30e1\u30c3\u30bb\u30fc\u30b8\u306bAI\u751f\u6210\u7b87\u6240\u3092\u660e\u8a18\u3059\u308b\u3001PR\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u300cAI\u6d3b\u7528\u533a\u5206\u300d\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee\u3092\u5165\u308c\u308b\u3001\u3068\u3044\u3063\u305f\u8efd\u91cf\u306a\u4ed5\u7d44\u307f\u3067\u5341\u5206\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u89b3\u70b9\u3092\u3001\u3059\u3079\u3066\u81ea\u793e\u3067\u5185\u88fd\u5316\u3059\u308b\u306e\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u5916\u90e8\u306e\u30c6\u30b9\u30c8\u5c02\u9580\u4f1a\u793e\u306b\u90e8\u5206\u59d4\u8a17\u3059\u308b\u9078\u629e\u80a2\u3082\u3042\u308a\u307e\u3059\u3002\u8cbb\u7528\u611f\u306e\u76ee\u5b89\u306f<a href=\"\/test\/blog\/test-outsourcing-cost\/\">\u30c6\u30b9\u30c8\u4ee3\u884c\u306e\u8cbb\u7528\u76f8\u5834\u3068\u4e2d\u5805IT\u4f01\u696d\u306e\u30ea\u30a2\u30eb\u306a\u898b\u7a4d\u3082\u308a<\/a>\u3067\u5177\u4f53\u4f8b\u3068\u3068\u3082\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u751f\u6210\u30b3\u30fc\u30c9\u3068\u5951\u7d04\u4e0d\u9069\u5408\u8cac\u4efb\u30fb\u7455\u75b5\u62c5\u4fdd\u8cac\u4efb\u306e\u6574\u7406<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u8ad6\u3068\u4e26\u3076\u3082\u3046\u4e00\u3064\u306e\u8ef8\u304c\u5951\u7d04\u8ad6\u3067\u3059\u30022020\u5e74\u6539\u6b63\u6c11\u6cd5\u4ee5\u964d\u3001\u53d7\u8a17\u958b\u767a\u5951\u7d04\u3067\u306f\u300c\u5951\u7d04\u4e0d\u9069\u5408\u8cac\u4efb\u300d\u304c\u4e2d\u5fc3\u6982\u5ff5\u306b\u306a\u308a\u307e\u3057\u305f\u3002AI\u6d3b\u7528\u3092\u524d\u63d0\u3068\u3057\u305f\u5951\u7d04\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u8ad6\u70b9\u3092\u5951\u7d04\u66f8\u307e\u305f\u306f\u899a\u66f8\u306b\u660e\u8a18\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ad6\u70b91: AI\u30c4\u30fc\u30eb\u9078\u5b9a\u306e\u8cac\u4efb\u4e3b\u4f53<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u767a\u306b\u4f7f\u7528\u3059\u308bAI\u30c4\u30fc\u30eb\uff08GitHub Copilot\u3001Cursor\u3001ChatGPT\u306a\u3069\uff09\u306e\u9078\u5b9a\u8cac\u4efb\u3092\u3001\u53d7\u8a17\u5074\u30fb\u59d4\u8a17\u5074\u306e\u3069\u3061\u3089\u304c\u8ca0\u3046\u304b\u3092\u660e\u793a\u3057\u307e\u3059\u3002\u53d7\u8a17\u5074\u304c\u9078\u5b9a\u3059\u308b\u5834\u5408\u306f\u300c\u696d\u52d9\u9042\u884c\u306e\u305f\u3081\u306e\u5408\u7406\u7684\u306a\u30c4\u30fc\u30eb\u9078\u5b9a\u306e\u7bc4\u56f2\u5185\u3067\u300d\u3068\u3044\u3046\u9650\u5b9a\u3092\u4ed8\u3051\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u6307\u5b9a\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u30c4\u30fc\u30eb\u8d77\u56e0\u306e\u4e0d\u5177\u5408\u30fb\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u59d4\u8a17\u5074\u306b\u5e30\u8cac\u3059\u308b\u6761\u9805\u3092\u5165\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ad6\u70b92: 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\u4e0d\u5177\u5408\u767a\u899a\u6642\u306e\u5bfe\u5fdc\u7a93\u53e3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30ea\u30fc\u30b9\u5f8c\u306b\u767a\u899a\u3057\u305f\u4e0d\u5177\u5408\u306b\u3064\u3044\u3066\u3001\u4fee\u88dc\u671f\u9650\u30fb\u4ee3\u66ff\u6848\u63d0\u793a\u306e\u624b\u9806\u3092\u5951\u7d04\u306b\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002AI\u8d77\u56e0\u3068\u5224\u65ad\u3055\u308c\u308b\u4e0d\u5177\u5408\uff08\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8aa4\u308a\u3001\u751f\u6210\u6642\u306e\u5e7b\u899a\u306a\u3069\uff09\u3082\u3001\u5951\u7d04\u4e0d\u9069\u5408\u306e\u5224\u5b9a\u306f\u300c\u6210\u679c\u7269\u304c\u5951\u7d04\u306b\u9069\u5408\u3057\u3066\u3044\u308b\u304b\u300d\u3067\u884c\u3046\u305f\u3081\u3001\u539f\u56e0\u304cAI\u3067\u3042\u308b\u3053\u3068\u306f\u514d\u8cac\u4e8b\u7531\u306b\u306a\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u73fe\u5834\u306ePM\u304c\u7279\u306b\u8aa4\u89e3\u3057\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ad6\u70b95: \u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u6a5f\u5bc6\u30b3\u30fc\u30c9\u3084\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u3001AI\u30c4\u30fc\u30eb\u306b\u5165\u529b\u3057\u3066\u3088\u3044\u304b\u3069\u3046\u304b\u3001\u5165\u529b\u3059\u308b\u5834\u5408\u306e\u533f\u540d\u5316\u57fa\u6e96\u3092\u660e\u8a18\u3057\u307e\u3059\u3002\u7dcf\u52d9\u7701\u30fb\u7d4c\u6e08\u7523\u696d\u7701\u304c\u516c\u8868\u3059\u308b\u5404\u7a2eAI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3084\u3001IPA\u306eAI\u63a8\u9032\u306b\u95a2\u3059\u308b\u53d6\u308a\u7d44\u307f\uff08\u53c2\u8003: <a href=\"https:\/\/www.ipa.go.jp\/digital\/ai\/index.html\">IPA AI\u306e\u63a8\u9032<\/a>\uff09\u3092\u53c2\u7167\u3057\u3064\u3064\u3001\u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u306b\u843d\u3068\u3057\u8fbc\u3080\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6cd5\u7684\u8ad6\u70b9\u306b\u3064\u3044\u3066\u306f\u5f01\u8b77\u58eb\u306e\u95a2\u4e0e\u304c\u671b\u307e\u3057\u304f\u3001\u672c\u8a18\u4e8b\u306e\u6574\u7406\u306f\u3042\u304f\u307e\u3067\u5b9f\u52d9\u4e0a\u306e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6349\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53d7\u8a17\u958b\u767a\u306eAI\u6642\u4ee3\u306b\u304a\u3051\u308b\u54c1\u8cea\u4fdd\u8a3c\u3092\u652f\u3048\u308bQA\u4f53\u5236\u30e2\u30c7\u30eb<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig3-1.png\" alt=\"\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u898f\u6a21\u306b\u5fdc\u3058\u305f3\u6bb5\u968e\u306eQA\u4f53\u5236\u30e2\u30c7\u30eb\u3092\u968e\u6bb5\u72b6\u306b\u8868\u73fe\u3057\u305f\u56f3\u89e3\" class=\"wp-image-1892\" srcset=\"https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig3-1.png 1536w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig3-1-300x200.png 300w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig3-1-1024x683.png 1024w, https:\/\/minna-systems.co.jp\/test\/wp-content\/uploads\/2026\/06\/contract-development-ai-quality-assurance-fig3-1-768x512.png 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u5c0f\u898f\u6a21\u306e\u53d7\u8a17\u958b\u767a\u4f1a\u793e\u306b\u3068\u3063\u3066\u3001\u5c02\u4efbQA\u7d44\u7e54\u3092\u6301\u3064\u3053\u3068\u306f\u73fe\u5b9f\u7684\u3067\u306a\u3044\u5834\u5408\u304c\u591a\u3044\u306f\u305a\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u6bb5\u968e\u7684\u306b\u4f53\u5236\u3092\u5f37\u5316\u3057\u3066\u3044\u304f\u305f\u3081\u306e\u30e2\u30c7\u30eb\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e2\u30c7\u30ebA: \u517c\u4efb\u578b\uff08\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u898f\u6a21 \u301c30\u4eba\u6708\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PM\u307e\u305f\u306f\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u304cQA\u5f79\u5272\u3092\u517c\u4efb\u3057\u3001\u30c6\u30b9\u30c8\u8a08\u753b\u30fb\u53d7\u3051\u5165\u308c\u57fa\u6e96\u306e\u8a2d\u8a08\u3092\u62c5\u3044\u307e\u3059\u3002AI\u6d3b\u7528\u306e\u5224\u65ad\u3082\u3053\u306e\u5f79\u5272\u304c\u4e00\u62ec\u3057\u3066\u63e1\u308a\u307e\u3059\u3002\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306f\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u3092\u517c\u4efb\u3057\u3001\u30ea\u30ea\u30fc\u30b9\u524d\u306e1\u301c2\u9031\u9593\u3092\u96c6\u4e2d\u30c6\u30b9\u30c8\u671f\u9593\u3068\u3057\u3066\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30e2\u30c7\u30eb\u306e\u5f31\u70b9\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u76f4\u524d\u306b\u30c6\u30b9\u30c8\u5de5\u6570\u304c\u504f\u308b\u3053\u3068\u3001PM\u306e\u7a3c\u50cd\u304c\u903c\u8feb\u3057\u3066\u30c6\u30b9\u30c8\u54c1\u8cea\u304c\u843d\u3061\u308b\u3053\u3068\u3067\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u76f4\u524d\u306e\u5bfe\u51e6\u6cd5\u306b\u3064\u3044\u3066\u306f<a href=\"\/test\/blog\/release-deadline-test-not-enough-time\/\">\u30ea\u30ea\u30fc\u30b9\u76f4\u524d\u306b\u30c6\u30b9\u30c8\u304c\u9593\u306b\u5408\u308f\u306a\u3044\u6642\u306e\u5224\u65ad\u8ef8<\/a>\u3067\u8a73\u7d30\u306b\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u6162\u6027\u7684\u306b\u9593\u306b\u5408\u308f\u306a\u3044\u30c1\u30fc\u30e0\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e2\u30c7\u30ebB: QA\u30ea\u30fc\u30c9\u8a2d\u7f6e\u578b\uff08\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u898f\u6a21 30\u301c100\u4eba\u6708\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c02\u4efb\u3067\u306f\u306a\u3044\u3082\u306e\u306e\u3001QA\u306e\u8cac\u4efb\u3092\u6301\u3064\u30e1\u30f3\u30d0\u30fc\u30921\u4eba\u6307\u540d\u3057\u307e\u3059\u3002\u3053\u306eQA\u30ea\u30fc\u30c9\u304c\u30c6\u30b9\u30c8\u8a08\u753b\u306e\u6a19\u6e96\u5316\u3001\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u7ba1\u7406\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3001AI\u751f\u6210\u30b3\u30fc\u30c9\u306e\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u4f5c\u6210\u3092\u62c5\u3044\u307e\u3059\u3002\u958b\u767a\u30e1\u30f3\u30d0\u30fc\u306f\u5f15\u304d\u7d9a\u304d\u30c6\u30b9\u30c8\u3092\u517c\u4efb\u3057\u307e\u3059\u304c\u3001QA\u30ea\u30fc\u30c9\u304c\u30c6\u30b9\u30c8\u306e\u512a\u5148\u9806\u4f4d\u3068\u6253\u3061\u5207\u308a\u57fa\u6e96\u3092\u5224\u65ad\u3059\u308b\u6a29\u9650\u3092\u6301\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e2\u30c7\u30ebC: \u5185\u88fd\uff0b\u5916\u90e8\u59d4\u8a17\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b\uff08\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u898f\u6a21 100\u4eba\u6708\u4ee5\u4e0a\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u793e\u5185\u306eQA\u30ea\u30fc\u30c9\u304c\u8a08\u753b\u30fb\u57fa\u6e96\u3092\u4f5c\u308a\u3001\u30c6\u30b9\u30c8\u5b9f\u884c\u306e\u5927\u90e8\u5206\u3092\u5916\u90e8\u306e\u30c6\u30b9\u30c8\u5c02\u9580\u4f1a\u793e\u306b\u59d4\u8a17\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002AI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u89b3\u70b9\u8a2d\u8a08\u306f\u793e\u5185\u3001\u30ea\u30b0\u30ec\u30c3\u30b7\u30e7\u30f3\u30c6\u30b9\u30c8\u30fb\u4e92\u63db\u6027\u30c6\u30b9\u30c8\u306a\u3069\u53cd\u5fa9\u4f5c\u696d\u306f\u5916\u90e8\u3001\u3068\u3044\u3046\u5f79\u5272\u5206\u62c5\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u3088\u3063\u3066\u306f\u300c\u8907\u6570\u30d9\u30f3\u30c0\u30fc\u306e\u76ee\u300d\u3092\u5165\u308c\u308b\u3053\u3068\u3067\u54c1\u8cea\u8aac\u660e\u529b\u304c\u5897\u3059\u52b9\u679c\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u4f53\u5236\u306e\u4f5c\u308a\u65b9\u3084\u8cbb\u7528\u611f\u3001\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u306b\u3064\u3044\u3066\u306f<a href=\"\/test\/blog\/test-outsourcing-for-small-business\/\">\u4e2d\u5c0f\u4f01\u696d\u5411\u3051\u30c6\u30b9\u30c8\u4ee3\u884c\u306e\u9078\u3073\u65b9<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f53\u5236\u8a2d\u8a08\u306e\u5224\u65ad\u57fa\u6e96<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3069\u306e\u30e2\u30c7\u30eb\u3092\u63a1\u308b\u304b\u306f\u3001\u6708\u6b21\u306e\u30c6\u30b9\u30c8\u5de5\u6570\u306e\u632f\u308c\u5e45\u3067\u5224\u65ad\u3059\u308b\u306e\u304c\u5b9f\u8df5\u7684\u3067\u3059\u3002\u76f4\u8fd16\u304b\u6708\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u30c6\u30b9\u30c8\u5de5\u6570\u306e\u30d4\u30fc\u30af\uff0f\u5e73\u5747\u304c2\u500d\u4ee5\u4e0a\u306b\u632f\u308c\u3066\u3044\u308b\u306a\u3089\u3001\u30d4\u30fc\u30af\u5bfe\u5fdc\u3092\u5916\u90e8\u306b\u9003\u304c\u305b\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b\u3092\u691c\u8a0e\u3059\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306a\u5224\u65ad\u30b7\u30fc\u30c8\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u56db\u534a\u671f\u3054\u3068\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3068\u3001\u4f53\u5236\u79fb\u884c\u306e\u5224\u65ad\u6750\u6599\u304c\u84c4\u7a4d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30ea\u30fc\u30b9\u76f4\u524d1\u9031\u9593\u306e\u30c6\u30b9\u30c8\u6b8b\u696d\u6642\u9593\uff08\u30c1\u30fc\u30e0\u5e73\u5747\uff09<\/li>\n\n\n\n<li>\u30ea\u30ea\u30fc\u30b9\u5f8c30\u65e5\u4ee5\u5185\u306b\u767a\u899a\u3057\u305f\u4e0d\u5177\u5408\u4ef6\u6570<\/li>\n\n\n\n<li>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u54c1\u8cea\u306b\u95a2\u3059\u308b\u6307\u6458\u30fb\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u305f\u56de\u6570<\/li>\n\n\n\n<li>AI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u8d77\u56e0\u3059\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u4e0d\u5177\u5408\u306e\u6bd4\u7387<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u8a08\u753b\u66f8\u30fb\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u4f5c\u6210\u306b\u304b\u304b\u3063\u305f\u5de5\u6570<\/li>\n<\/ul>\n\n\n\n<p 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href=\"https:\/\/www.ipa.go.jp\/digital\/software-survey\/metrics\/index.html\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u5206\u6790\u30c7\u30fc\u30bf\u96c6<\/a>\u304c\u696d\u754c\u5e73\u5747\u3068\u306e\u6bd4\u8f03\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u8aac\u660e\u8cac\u4efb\u3092\u679c\u305f\u3059\u54c1\u8cea\u4fdd\u8a3c\u306e\u4f1d\u3048\u65b9<\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\"><strong>\u7b2c1\u90e8: AI\u6d3b\u7528\u7bc4\u56f2\u306e\u660e\u793a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3069\u306e\u5de5\u7a0b\u3067AI\u3092\u4f7f\u3046\u304b\uff0f\u4f7f\u308f\u306a\u3044\u304b\uff08\u4f8b: \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u306f\u4f7f\u3046\u3001\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u751f\u6210\u306f\u4eba\u624b\uff09<\/li>\n\n\n\n<li>\u4f7f\u7528\u30c4\u30fc\u30eb\u540d\u3068\u5229\u7528\u533a\u5206\uff08\u793e\u5185\u30a2\u30ab\u30a6\u30f3\u30c8\uff0f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u74b0\u5883\uff09<\/li>\n\n\n\n<li>\u5165\u529b\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u65b9\u91dd\uff08\u6a5f\u5bc6\u60c5\u5831\u306e\u5165\u529b\u53ef\u5426\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c2\u90e8: \u54c1\u8cea\u62c5\u4fdd\u30d7\u30ed\u30bb\u30b9\u306e\u53ef\u8996\u5316<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\uff08\u8ab0\u304c\u3001\u4f55\u4eba\u3067\u3001\u4f55\u3092\u898b\u308b\u304b\uff09<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u8a08\u753b\uff08\u30c6\u30b9\u30c8\u30ec\u30d9\u30eb\u5225\u306e\u89b3\u70b9\u3068\u901a\u904e\u57fa\u6e96\uff09<\/li>\n\n\n\n<li>AI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u8ffd\u52a0\u30c1\u30a7\u30c3\u30af\u9805\u76ee<\/li>\n\n\n\n<li>\u30e9\u30a4\u30bb\u30f3\u30b9\u30fb\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u306e\u5b9f\u65bd\u30bf\u30a4\u30df\u30f3\u30b0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c3\u90e8: \u8aac\u660e\u8cac\u4efb\u306e\u62c5\u4fdd<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u751f\u6210\u5c65\u6b74\u306e\u4fdd\u5b58\u671f\u9593<\/li>\n\n\n\n<li>\u30d0\u30b0\u767a\u751f\u6642\u306e\u8abf\u67fb\u30d5\u30ed\u30fc<\/li>\n\n\n\n<li>\u7b2c\u4e09\u8005\u691c\u8a3c\u306e\u6709\u7121\uff08\u5916\u90e8\u30c6\u30b9\u30c8\u4f1a\u793e\u306e\u95a2\u4e0e\u7b49\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u4f1a\u8a71\u4f8b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d4c\u55b6\u5c64\u304b\u3089\u300cAI\u3067\u52b9\u7387\u5316\u3057\u3066\u5b89\u304f\u3057\u3066\u307b\u3057\u3044\u300d\u3068\u8a00\u308f\u308c\u305f\u5834\u5408\u306e\u8fd4\u7b54\u4f8b\u3068\u3057\u3066\u3001\u300cAI\u306b\u3088\u308b\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u5411\u4e0a\u306f\u78ba\u304b\u306b\u898b\u8fbc\u3081\u307e\u3059\u304c\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u5de5\u7a0b\u306f\u540c\u7b49\u4ee5\u4e0a\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u3001\u5168\u4f53\u5de5\u6570\u306e\u5727\u7e2e\u5e45\u306f\u6982\u306d1\u301c2\u5272\u3092\u4e0a\u9650\u3068\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u8d85\u3048\u305f\u5727\u7e2e\u3092\u884c\u3046\u3068\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u4e0d\u5177\u5408\u5bfe\u5fdc\u5de5\u6570\u304c\u5897\u3048\u3001\u7d50\u679c\u7684\u306b\u7dcf\u30b3\u30b9\u30c8\u306f\u4e0a\u304c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u3044\u3063\u305f\u4f1d\u3048\u65b9\u304c\u3001\u73fe\u5b9f\u7684\u306a\u671f\u5f85\u5024\u8abf\u6574\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cAI\u3067\u4f5c\u3063\u305f\u30b3\u30fc\u30c9\u3067\u3082\u5b89\u5168\u3067\u3059\u304b\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u306b\u5bfe\u3057\u3066\u306f\u3001\u300c\u4f7f\u7528\u3057\u305f\u304b\u3069\u3046\u304b\u3067\u306f\u306a\u304f\u3001\u3069\u3093\u306a\u30c6\u30b9\u30c8\u3068\u30ec\u30d3\u30e5\u30fc\u3092\u901a\u3057\u305f\u304b\u3067\u54c1\u8cea\u3092\u4fdd\u8a3c\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u539f\u5247\u3092\u4f1d\u3048\u305f\u4e0a\u3067\u3001\u4e0a\u8a18\u306e3\u90e8\u69cb\u6210\u8cc7\u6599\u3092\u63d0\u793a\u3059\u308c\u3070\u3001\u6280\u8853\u7528\u8a9e\u306b\u4e0d\u6163\u308c\u306a\u76f8\u624b\u306b\u3082\u7d0d\u5f97\u611f\u3092\u6301\u3063\u3066\u3082\u3089\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-heading\">\u793e\u5185\u5411\u3051\u306e\u30ca\u30ec\u30c3\u30b8\u6574\u5099<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u8aac\u660e\u306e\u8cea\u3092\u4e0a\u3052\u308b\u306b\u306f\u3001\u793e\u5185\u306ePM\u9593\u3067\u8aac\u660e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u30021\u4eba\u306ePM\u304c\u5de5\u592b\u3057\u305f\u8aac\u660e\u8cc7\u6599\u3092\u3001\u793e\u5185Wiki\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb\u306b\u96c6\u7d04\u3057\u3001\u65b0\u898f\u6848\u4ef6\u306e\u30ad\u30c3\u30af\u30aa\u30d5\u6642\u306b\u53c2\u7167\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u3068\u3001\u7d44\u7e54\u5168\u4f53\u306e\u8aac\u660e\u529b\u304c\u5e95\u4e0a\u3052\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u7d39\u4ecb\u3057\u305f\u5185\u5bb9\u3092\u5b8c\u5168\u306b\u5185\u88fd\u5316\u3059\u308b\u306e\u306f\u3001\u4e2d\u898f\u6a21\u4ee5\u4e0b\u306e\u53d7\u8a17\u958b\u767a\u4f1a\u793e\u306b\u3068\u3063\u3066\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002\u6700\u5f8c\u306b\u3001\u5916\u90e8\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u3063\u305f\u73fe\u5b9f\u7684\u306a\u9032\u3081\u65b9\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6bb5\u968e1: \u30c6\u30b9\u30c8\u30d7\u30ed\u30bb\u30b9\u306e\u7b2c\u4e09\u8005\u30ec\u30d3\u30e5\u30fc<\/h3>\n\n\n\n<p 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