{"id":5927,"date":"2026-05-13T22:35:15","date_gmt":"2026-05-13T13:35:15","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=5927"},"modified":"2026-05-30T17:34:59","modified_gmt":"2026-05-30T08:34:59","slug":"ai%e9%96%8b%e7%99%ba%e3%81%ae%e3%83%97%e3%83%ad%e3%82%bb%e3%82%b9%e3%81%a8%e3%81%af%ef%bc%9f%e5%85%a8%e4%bd%93%e5%83%8f%e3%81%a8%e5%90%84%e3%83%95%e3%82%a7%e3%83%bc%e3%82%ba%e3%82%92%e3%82%8f%e3%81%8b","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/5927\/","title":{"rendered":"AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u3068\u306f\uff1f\u5168\u4f53\u50cf\u3068\u5404\u30d5\u30a7\u30fc\u30ba\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>AI\u958b\u767a\u3092\u691c\u8a0e\u3059\u308b\u3068\u304d\u3001\u300c\u4f55\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\u300d\u300cPoC\uff08Proof of Concept\uff1a\u6982\u5ff5\u5b9f\u8a3c\uff09\u306e\u6b21\u306b\u4f55\u3092\u3059\u308b\u304b\u300d\u300c\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u4f55\u304c\u9055\u3046\u306e\u304b\u300d\u3067\u8ff7\u3046\u30b1\u30fc\u30b9\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u306b2026\u5e74\u306f\u3001\u5f93\u6765\u578b\u306eML\uff08Machine Learning\uff1a\u6a5f\u68b0\u5b66\u7fd2\uff09\u3060\u3051\u3067\u306a\u304f\u3001\u751f\u6210AI\u3084RAG\uff08Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3069\u9078\u629e\u80a2\u304c\u5e83\u304c\u3063\u305f\u3053\u3068\u3067\u3001AI\u958b\u767a\u306e\u6d41\u308c\u3092\u6b63\u3057\u304f\u7406\u89e3\u3059\u308b\u91cd\u8981\u6027\u304c\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AI\u958b\u767a\u306e\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u3092\u69cb\u60f3\u3001PoC\u3001\u5b9f\u88c5\u3001\u904b\u7528\u30fb\u6539\u5584\u306e4\u6bb5\u968e\u3067\u6574\u7406\u3057\u306a\u304c\u3089\u3001\u5f93\u6765\u578bML\u3068\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u306e\u9055\u3044\u3001\u671f\u9593\u30fb\u8cbb\u7528\u306e\u76ee\u5b89\u3001\u5916\u6ce8\u6642\u306e\u9032\u3081\u65b9\u307e\u3067\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7591\u554f\u3092\u304a\u6301\u3061\u306e\u65b9\u306b\u5411\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u958b\u767a\u306e\u5168\u4f53\u50cf\u3092\u77ed\u6642\u9593\u3067\u628a\u63e1\u3057\u305f\u3044<\/li>\n\n\n\n<li>PoC\u6b62\u307e\u308a\u3092\u9632\u3050\u9032\u3081\u65b9\u3092\u77e5\u308a\u305f\u3044<\/li>\n\n\n\n<li>\u751f\u6210AI\u958b\u767a\u3068\u5f93\u6765\u578bML\u958b\u767a\u306e\u9055\u3044\u3092\u6574\u7406\u3057\u305f\u3044<\/li>\n\n\n\n<li>\u5916\u6ce8\u30fb\u5185\u88fd\u306e\u5224\u65ad\u6750\u6599\u3092\u6301\u3061\u305f\u3044<\/li>\n<\/ul>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">AI\u958b\u767a\u306e\u57fa\u672c\u30d5\u30ed\u30fc\u3068\u306f\uff1f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u306e\u9055\u3044<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">\u5f93\u6765\u578bML\u3068\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u306e\u9055\u3044<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2460\uff1a\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\uff08\u8ab2\u984c\u5b9a\u7fa9\u30fb\u8981\u4ef6\u6574\u7406\uff09<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3067\u6574\u7406\u3059\u308b\u3053\u3068<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-5\">\u3053\u306e\u6bb5\u968e\u3067\u6c7a\u3081\u305f\u3044KPI<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-6\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2461\uff1aPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u30d5\u30a7\u30fc\u30ba<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-7\">PoC\u306e\u76ee\u7684<\/a>      <\/li>      <li>        <a href=\"#i-8\">PoC\u6b62\u307e\u308a\u3092\u9632\u3050\u305f\u3081\u306e\u5224\u65ad\u57fa\u6e96<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-9\">PoC\u3067\u78ba\u8a8d\u3057\u3066\u304a\u304d\u305f\u3044\u9805\u76ee<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-10\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2462\uff1a\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\uff08\u958b\u767a\u30fb\u30b7\u30b9\u30c6\u30e0\u9023\u643a\uff09<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-11\">\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u30fb\u30e2\u30c7\u30eb\u9078\u5b9a\u306e\u9032\u3081\u65b9<\/a>      <\/li>      <li>        <a href=\"#i-12\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u69cb\u6210\u306e\u5834\u5408<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-13\">\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3067\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-14\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2463\uff1a\u904b\u7528\u30fb\u6539\u5584\u30d5\u30a7\u30fc\u30ba<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-15\">\u904b\u7528\u3067\u898b\u308b\u3079\u304d\u6307\u6a19<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-16\">\u7d99\u7d9a\u6539\u5584\u306e\u9032\u3081\u65b9<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-17\">AI\u958b\u767a\u306b\u304b\u304b\u308b\u671f\u9593\u30fb\u8cbb\u7528\u306e\u76ee\u5b89\u30102026\u5e74\u7248\u3011<\/a>  <\/li>  <li>    <a href=\"#i-18\">AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u969b\u306e\u30d5\u30ed\u30fc<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-19\">AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u969b\u306e7\u30b9\u30c6\u30c3\u30d7<\/a>      <\/li>      <li>        <a href=\"#i-20\">\u5916\u6ce8\u524d\u306b\u6e96\u5099\u3057\u3066\u304a\u304f\u3053\u3068<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-21\">\u5916\u6ce8\u5148\u9078\u5b9a\u3067\u898b\u308b\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-22\">AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6210\u529f\u3055\u305b\u308b\u30dd\u30a4\u30f3\u30c8<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-23\">1. \u8ab2\u984c\u8d77\u70b9\u3067\u59cb\u3081\u308b<\/a>      <\/li>      <li>        <a href=\"#i-24\">2. PoC\u524d\u306b\u6210\u529f\u6761\u4ef6\u3092\u6c7a\u3081\u308b<\/a>      <\/li>      <li>        <a href=\"#i-25\">3. \u30c7\u30fc\u30bf\u6e96\u5099\u306b\u5341\u5206\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u304f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-26\">4. \u904b\u7528\u3092\u898b\u636e\u3048\u3066\u5c0f\u3055\u304f\u59cb\u3081\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-27\">AI\u958b\u767a\u306e\u30d5\u30ed\u30fc\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-28\">Q. AI\u958b\u767a\u306b\u306f\u3069\u308c\u304f\u3089\u3044\u306e\u671f\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-29\">Q. AI\u958b\u767a\u306e\u8cbb\u7528\u306f\u3069\u308c\u304f\u3089\u3044\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-30\">Q. PoC\u6b62\u307e\u308a\u306b\u306a\u3089\u306a\u3044\u305f\u3081\u306b\u4f55\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-31\">Q. \u5185\u88fd\u3068\u5916\u6ce8\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-32\">Q. RAG\u3068Fine-tuning\u306f\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-33\">Q. \u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u4f55\u3092\u898b\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-34\">\u307e\u3068\u3081<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">AI\u958b\u767a\u306e\u57fa\u672c\u30d5\u30ed\u30fc\u3068\u306f\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/04\/seo_dev_ai-kaihatsu-flow_1.png\" alt=\"AI\u958b\u767a\u306e4\u30d5\u30a7\u30fc\u30ba\uff08\u69cb\u60f3\u3001PoC\u3001\u5b9f\u88c5\u3001\u904b\u7528\u30fb\u6539\u5584\uff09\u3092\u793a\u3057\u305f\u30d5\u30ed\u30fc\u56f3\"><\/figure>\n\n\n\n<p><mark>AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u69cb\u60f3\u3001PoC\u3001\u5b9f\u88c5\u3001\u904b\u7528\u30fb\u6539\u5584\u306e4\u6bb5\u968e\u3067\u69cb\u6210\u3055\u308c\u308b<\/mark>\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u30d5\u30a7\u30fc\u30ba\u306e\u5f79\u5272\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\uff1a\u696d\u52d9\u8ab2\u984c\u3001\u76ee\u7684\u3001\u5bfe\u8c61\u696d\u52d9\u3001KPI\u3001\u5fc5\u8981\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3059\u308b<\/li>\n\n\n\n<li>PoC\u30d5\u30a7\u30fc\u30ba\uff1a\u6280\u8853\u7684\u306b\u6210\u7acb\u3059\u308b\u304b\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u304b\u3092\u5c0f\u3055\u304f\u691c\u8a3c\u3059\u308b<\/li>\n\n\n\n<li>\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\uff1a\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3001\u753b\u9762\u3001\u6a29\u9650\u3001\u904b\u7528\u8a2d\u8a08\u307e\u3067\u542b\u3081\u3066\u672c\u756a\u5229\u7528\u3067\u304d\u308b\u5f62\u306b\u3059\u308b<\/li>\n\n\n\n<li>\u904b\u7528\u30fb\u6539\u5584\u30d5\u30a7\u30fc\u30ba\uff1a\u7cbe\u5ea6\u3001\u5fdc\u7b54\u54c1\u8cea\u3001\u30b3\u30b9\u30c8\u3001\u5229\u7528\u72b6\u6cc1\u3092\u898b\u306a\u304c\u3089\u7d99\u7d9a\u6539\u5584\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>AI\u958b\u767a\u306f\u5358\u306b\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u4f5c\u696d\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u8ab2\u984c\u306e\u6574\u7406\u304b\u3089\u59cb\u307e\u308a\u3001PoC\u3067\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u691c\u8a3c\u3057\u3001\u5b9f\u88c5\u3067\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u307f\u3001\u904b\u7528\u3067\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3057\u3066\u3044\u304f\u6d41\u308c\u3067\u9032\u307f\u307e\u3059\u3002\u300c\u4ed5\u69d8\u3069\u304a\u308a\u306b\u52d5\u3051\u3070\u5b8c\u6210\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u904b\u7528\u3057\u306a\u304c\u3089\u54c1\u8cea\u3092\u9ad8\u3081\u7d9a\u3051\u308b\u300d\u524d\u63d0\u3067\u9032\u3080\u70b9\u304c\u3001AI\u958b\u767a\u30d5\u30ed\u30fc\u306e\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002\u307e\u305a\u306f\u3053\u306e\u5168\u4f53\u50cf\u3092\u3064\u304b\u3080\u3053\u3068\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6b63\u3057\u3044\u65b9\u5411\u306b\u9032\u3081\u308b\u51fa\u767a\u70b9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001AI\u958b\u767a\u306e\u6d41\u308c\u3092\u7406\u89e3\u3059\u308b\u3046\u3048\u3067\u306f\u3001\u751f\u6210AI\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u30d5\u30a7\u30fc\u30ba\u3054\u3068\u306e\u5224\u65ad\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306e\u6982\u8981\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a title=\"\" href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/255\/\">\u751f\u6210AI\u3068\u306f\uff1f\u5f93\u6765\u306eAI\u3068\u306e\u9055\u3044\u3084\u3067\u304d\u308b\u3053\u3068\u306a\u3069\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/04\/seo_dev_ai-kaihatsu-flow_2.png\" alt=\"\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068AI\u958b\u767a\u306e\u9032\u3081\u65b9\u306e\u9055\u3044\u3092\u6bd4\u8f03\u3057\u305f\u56f3\"><figcaption class=\"wp-element-caption\">\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u6bd4\u3079\u308b\u3068\u3001AI\u958b\u767a\u306f\u691c\u8a3c\u3068\u6539\u5584\u3092\u524d\u63d0\u306b\u9032\u3080\u70b9\u304c\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/figcaption><\/figure>\n\n\n\n<p><mark>AI\u958b\u767a\u306f\u3001\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3088\u308a\u3082\u300c\u691c\u8a3c\u300d\u3068\u300c\u6539\u5584\u300d\u306e\u6bd4\u91cd\u304c\u5927\u304d\u3044<\/mark>\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u901a\u5e38\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3067\u4ed5\u69d8\u3092\u78ba\u5b9a\u3057\u3001\u8a2d\u8a08\u30fb\u5b9f\u88c5\u30fb\u30c6\u30b9\u30c8\u3092\u7d4c\u3066\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u6d41\u308c\u304c\u57fa\u672c\u3067\u3042\u308a\u3001\u4ed5\u69d8\u3069\u304a\u308a\u306b\u52d5\u4f5c\u3059\u308c\u3070\u54c1\u8cea\u306f\u62c5\u4fdd\u3055\u308c\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001AI\u958b\u767a\u3067\u306f\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3084\u5229\u7528\u8005\u306e\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u304c\u5909\u5316\u3059\u308b\u305f\u3081\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u3082\u54c1\u8cea\u3092\u898b\u7d9a\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u70b9\u3067\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u304c\u300c\u78ba\u5b9a\u3057\u305f\u4ed5\u69d8\u306b\u57fa\u3065\u304f\u518d\u73fe\u6027\u306e\u9ad8\u3044\u958b\u767a\u300d\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001AI\u958b\u767a\u306f\u300c\u4eee\u8aac\u691c\u8a3c\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u304f\u63a2\u7d22\u7684\u306a\u958b\u767a\u300d\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdcAI\u306e\u5834\u5408\u3001\u30ea\u30ea\u30fc\u30b9\u76f4\u5f8c\u306f\u9ad8\u3044\u6b63\u7b54\u7387\u3092\u793a\u3057\u3066\u3044\u3066\u3082\u3001\u65b0\u3057\u3044\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u304c\u8ffd\u52a0\u3055\u308c\u308b\u3068\u56de\u7b54\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u5909\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u306b\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8a08\u753b\u306e\u6bb5\u968e\u304b\u3089\u904b\u7528\u30fb\u6539\u5584\u30d5\u30a7\u30fc\u30ba\u306e\u30ea\u30bd\u30fc\u30b9\u3068\u4f53\u5236\u3092\u898b\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">\u5f93\u6765\u578bML\u3068\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u306e\u9055\u3044<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/04\/seo_dev_ai-kaihatsu-flow_3.png\" alt=\"\u5f93\u6765\u578b\u6a5f\u68b0\u5b66\u7fd2\u3068\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u306e\u6d41\u308c\u306e\u9055\u3044\u3092\u6bd4\u8f03\u3057\u305f\u56f3\"><\/figure>\n\n\n\n<p>AI\u958b\u767a\u306e\u4e2d\u3067\u3082\u3001<mark>\u5f93\u6765\u578b\u306eML\uff08\u6a5f\u68b0\u5b66\u7fd2\uff09\u3068\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u7a3c\u50cd\u5316\u306b\u3088\u3063\u3066\u3082\u9032\u3081\u65b9\u304c\u7570\u306a\u308a\u307e\u3059<\/mark>\u3002\u5f93\u6765\u578bML\u3067\u306f\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3084\u7279\u5fb4\u91cf\u8a2d\u8a08\u3001\u5b66\u7fd2\u3001\u8a55\u4fa1\u304c\u4e2d\u5fc3\u306b\u306a\u308a\u3084\u3059\u304f\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u304c\u6210\u679c\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u3067\u306f\u3001LLM\uff08Large Language Model\uff1a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u9078\u5b9a\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3001RAG\u3084Fine-tuning\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u306e\u8981\u5426\u5224\u65ad\u3001\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u8a2d\u8a08\u3001UI\/UX\u8a2d\u8a08\u306a\u3069\u304c\u9ad8\u307e\u308b\u70b9\u304c\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e21\u8005\u306e\u9055\u3044\u3092\u7aef\u7684\u306b\u8868\u3059\u3068\u3001\u5f93\u6765\u578bML\u306f\u300c\u30c7\u30fc\u30bf\u3068\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u8ffd\u6c42\u3059\u308b\u958b\u767a\u300d\u3067\u3042\u308a\u3001\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u306f\u300c\u65e2\u5b58\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u65b9\u6cd5\u3068\u696d\u52d9\u3078\u306e\u7d44\u307f\u8fbc\u307f\u65b9\u3092\u8a2d\u8a08\u3059\u308b\u958b\u767a\u300d\u3067\u3059\u3002AI\u958b\u767a\u306e\u30d5\u30ed\u30fc\u306f\u63a1\u7528\u3059\u308b\u6280\u8853\u306b\u3088\u3063\u3066\u8a2d\u8a08\u306e\u91cd\u5fc3\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u306e\u6bb5\u968e\u3067\u3069\u3061\u3089\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u9069\u5207\u304b\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u7279\u5fb4\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a title=\"\" href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5111\/\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f\u751f\u6210AI\u3084ChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u4f8b\u307e\u3067<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2460\uff1a\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\uff08\u8ab2\u984c\u5b9a\u7fa9\u30fb\u8981\u4ef6\u6574\u7406\uff09<\/h2>\n\n\n\n<p><mark>\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u300c\u4f55\u3092AI\u3067\u5b9f\u73fe\u3059\u308b\u306e\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u306e\u696d\u52d9\u8ab2\u984c\u3092\u3001\u3069\u306e\u6307\u6a19\u3067\u6539\u5584\u3057\u305f\u3044\u306e\u304b\u300d\u3092\u660e\u78ba\u5316\u3059\u308b<\/mark>\u3053\u3068\u304c\u6700\u3082\u91cd\u8981\u3067\u3059\u3002\u3053\u3053\u304c\u66d6\u6627\u306a\u307e\u307ePoC\u306b\u9032\u3080\u3068\u3001\u6280\u8853\u7684\u306b\u306f\u6210\u7acb\u3057\u3066\u3082\u4e8b\u696d\u3068\u3057\u3066\u306eROI\uff08Return on Investment\uff1a\u6295\u8cc7\u5bfe\u52b9\u679c\uff09\u3092\u8a55\u4fa1\u3067\u304d\u305a\u3001PoC\u6b62\u307e\u308a\u306b\u306a\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u306e\u672c\u8cea\u306f\u3001AI\u5c0e\u5165\u306e\u76ee\u7684\u3068\u8a55\u4fa1\u57fa\u6e96\u3092\u7d44\u7e54\u3068\u3057\u3066\u5408\u610f\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u8ab2\u984c\u8d77\u70b9\u3067\u300c\u3053\u306e\u696d\u52d9\u306e\u3053\u306e\u6307\u6a19\u3092\u6539\u5584\u3057\u305f\u3044\u300d\u3068\u5b9a\u7fa9\u3067\u304d\u3066\u3044\u308c\u3070\u3001PoC\u306e\u8a55\u4fa1\u57fa\u6e96\u3082\u81ea\u7136\u306b\u5b9a\u307e\u308a\u3001\u672c\u756a\u79fb\u884c\u306e\u5224\u65ad\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3067\u6574\u7406\u3059\u308b\u3053\u3068<\/h3>\n\n\n\n<p>\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u898b\u636e\u3048\u3066\u3001\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bfe\u8c61\u696d\u52d9\uff1a\u3069\u306e\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u3092\u6539\u5584\u5bfe\u8c61\u306b\u3059\u308b\u304b<\/li>\n\n\n\n<li>\u76ee\u7684\uff1a\u5de5\u6570\u524a\u6e1b\u3001\u54c1\u8cea\u5411\u4e0a\u3001\u58f2\u4e0a\u62e1\u5927\u3001\u5fdc\u7b54\u901f\u5ea6\u6539\u5584\u306a\u3069\u4f55\u3092\u72d9\u3046\u304b<\/li>\n\n\n\n<li>\u8a55\u4fa1\u6307\u6a19\uff1a\u6b63\u7b54\u7387\u3001\u518d\u73fe\u7387\u3001\u51e6\u7406\u6642\u9593\u3001\u4e00\u6b21\u56de\u7b54\u7387\u3001\u6709\u4eba\u5bfe\u5fdc\u524a\u6e1b\u7387\u306a\u3069\u4f55\u3067\u8a55\u4fa1\u3059\u308b\u304b<\/li>\n\n\n\n<li>\u5229\u7528\u30c7\u30fc\u30bf\uff1a\u5b66\u7fd2\u3084\u691c\u7d22\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u304c\u3042\u308b\u304b\u3001\u66f4\u65b0\u983b\u5ea6\u3084\u54c1\u8cea\u306f\u5341\u5206\u304b<\/li>\n\n\n\n<li>\u904b\u7528\u6761\u4ef6\uff1a\u8ab0\u304c\u4f7f\u3044\u3001\u8ab0\u304c\u6539\u5584\u3057\u3001\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3059\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u9805\u76ee\u306f\u3001\u5bfe\u8c61\u696d\u52d9\u306e\u7279\u6027\u306b\u3088\u3063\u3066\u91cd\u70b9\u306e\u7f6e\u304d\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u304c\u8c4a\u5bcc\u306a\u696d\u52d9\u3067\u306f\u300c\u8a55\u4fa1\u6307\u6a19\u300d\u3068\u300c\u904b\u7528\u6761\u4ef6\u300d\u306e\u8a2d\u8a08\u304c\u9375\u306b\u306a\u308a\u3084\u3059\u304f\u3001\u65b0\u898f\u4e8b\u696d\u9818\u57df\u306e\u3088\u3046\u306b\u5341\u5206\u306a\u30c7\u30fc\u30bf\u304c\u306a\u3044\u696d\u52d9\u3067\u306f\u300c\u5229\u7528\u30c7\u30fc\u30bf\u306e\u78ba\u4fdd\u65b9\u6cd5\u300d\u3068\u300c\u6bb5\u968e\u7684\u306a\u30c7\u30fc\u30bf\u84c4\u7a4d\u8a08\u753b\u300d\u3092\u5148\u306b\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u3067\u5404\u9805\u76ee\u306e\u512a\u5148\u5ea6\u3092\u898b\u6975\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u5f8c\u7d9a\u30d5\u30a7\u30fc\u30ba\u306e\u624b\u623b\u308a\u3092\u9632\u3050\u3046\u3048\u3067\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u3053\u306e\u6bb5\u968e\u3067\u6c7a\u3081\u305f\u3044KPI<\/h3>\n\n\n\n<p>AI\u958b\u767a\u306eKPI\u306f\u3001\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f<mark>\u696d\u52d9\u6210\u679c\u306b\u3064\u306a\u304c\u308b\u6307\u6a19\u3067\u8a2d\u5b9a\u3059\u308b<\/mark>\u306e\u304c\u57fa\u672c\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdcAI\u306a\u3089\u300c\u56de\u7b54\u7cbe\u5ea6\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u4e00\u6b21\u56de\u7b54\u3067\u5b8c\u7d50\u3057\u305f\u6bd4\u7387\u300d\u300c\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u5bfe\u5fdc\u6642\u9593\u306e\u524a\u6e1b\u300d\u300c\u5229\u7528\u8005\u6e80\u8db3\u5ea6\u300d\u306a\u3069\u3092\u5408\u308f\u305b\u3066\u898b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002KPI\u3092\u696d\u52d9\u6210\u679c\u3068\u7d10\u3065\u3051\u308b\u3053\u3068\u3067\u3001PoC\u306e\u8a55\u4fa1\u3084ROI\u306e\u7b97\u51fa\u304c\u5177\u4f53\u7684\u306b\u306a\u308a\u3001\u7d4c\u55b6\u5c64\u3078\u306e\u8aac\u660e\u3082\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u696d\u52d9\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9\u306e\u751f\u6210\uff09\u3092\u3069\u3053\u307e\u3067\u8a31\u5bb9\u3067\u304d\u308b\u304b\u300d\u300c\u53c2\u7167\u6839\u62e0\u306e\u63d0\u793a\u304c\u5fc5\u8981\u304b\u300d\u300c\u4eba\u306e\u78ba\u8a8d\u3092\u3069\u3053\u306b\u5165\u308c\u308b\u304b\u300d\u3068\u3044\u3063\u305f\u524d\u63d0\u6761\u4ef6\u3082\u69cb\u60f3\u6bb5\u968e\u3067\u6574\u7406\u3057\u3066\u304a\u304f\u3068\u3001\u305d\u306e\u5f8c\u306e\u8a2d\u8a08\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u793e\u5916\u5411\u3051\u306e\u56de\u7b54\u751f\u6210\u3084\u6cd5\u52d9\u30fb\u533b\u7642\u306a\u3069\u6b63\u78ba\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u9818\u57df\u3067\u306f\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u8a31\u5bb9\u7bc4\u56f2\u3092\u660e\u78ba\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u4ee5\u964d\u306e\u624b\u623b\u308a\u3092\u9632\u3050\u3046\u3048\u3067\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2461\uff1aPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u30d5\u30a7\u30fc\u30ba<\/h2>\n\n\n\n<p>PoC\u306f\u3001AI\u5c0e\u5165\u306e\u524d\u306b\u6280\u8853\u9762\u30fb\u696d\u52d9\u9762\u306e\u6210\u7acb\u6027\u3092\u898b\u6975\u3081\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u5de5\u7a0b\u3067\u3059\u3002Gartner\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001<mark>2025\u5e74\u672b\u307e\u3067\u306b\u751f\u6210AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e50%\u4ee5\u4e0a\u304cPoC\u5f8c\u306b\u653e\u68c4\u3055\u308c\u3066<\/mark>\u304a\u308a\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u4e0d\u5099\u3001\u4e0d\u5341\u5206\u306a\u30ea\u30b9\u30af\u7ba1\u7406\u3001\u30b3\u30b9\u30c8\u306e\u5897\u5927\u3001\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306e\u4e0d\u660e\u78ba\u3055\u304c\u4e3b\u306a\u8981\u56e0\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002PoC\u306e\u8a2d\u8a08\u6b21\u7b2c\u3067\u672c\u756a\u79fb\u884c\u7387\u306f\u5927\u304d\u304f\u5909\u308f\u308b\u305f\u3081\u3001AI\u958b\u767a\u30d5\u30ed\u30fc\u306e\u4e2d\u3067\u3082\u7279\u306b\u614e\u91cd\u306a\u8a08\u753b\u304c\u6c42\u3081\u3089\u308c\u308b\u30d5\u30a7\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.gartner.com\/en\/articles\/genai-project-failure\" rel=\"nofollow\">Gartner\u300cWhy 50% of GenAI Projects Fail\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">PoC\u306e\u76ee\u7684<\/h3>\n\n\n\n<p>PoC\u306e\u76ee\u7684\u306f\u3001AI\u304c\u300c\u52d5\u304f\u304b\u3069\u3046\u304b\u300d\u3092\u898b\u308b\u3053\u3068\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<mark>\u5b9f\u696d\u52d9\u306b\u9069\u7528\u3057\u305f\u3068\u304d\u306b\u3001\u671f\u5f85\u3059\u308b\u6210\u679c\u304c\u51fa\u308b\u898b\u8fbc\u307f\u304c\u3042\u308b\u304b\u3001\u5fc5\u8981\u306a\u30b3\u30b9\u30c8\u3084\u904b\u7528\u8ca0\u8377\u306b\u898b\u5408\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/mark>\u3053\u3068\u304c\u672c\u8cea\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6280\u8853\u7684\u306a\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067PoC\u3092\u7d42\u3048\u3066\u3057\u307e\u3046\u3068\u3001\u300c\u30c7\u30e2\u3067\u306f\u52d5\u3044\u305f\u304c\u696d\u52d9\u3067\u306f\u4f7f\u3048\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u6cc1\u306b\u9665\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002PoC\u306e\u6bb5\u968e\u3067\u696d\u52d9KPI\u3068\u306e\u63a5\u7d9a\u3092\u610f\u8b58\u3057\u3001\u672c\u756a\u74b0\u5883\u306b\u8fd1\u3044\u6761\u4ef6\u3067\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u3001PoC\u6b62\u307e\u308a\u3092\u9632\u3050\u7b2c\u4e00\u6b69\u3067\u3059\u3002PoC\u3067\u306f\u672c\u756a\u74b0\u5883\u3092\u5b8c\u5168\u518d\u73fe\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5c11\u306a\u304f\u3068\u3082\u6b21\u306e3\u70b9\u306f\u8a55\u4fa1\u5bfe\u8c61\u306b\u542b\u3081\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u8853\u7684\u306b\u5b9f\u73fe\u53ef\u80fd\u304b<\/li>\n\n\n\n<li>\u696d\u52d9\u3067\u4f7f\u3048\u308b\u54c1\u8cea\u306b\u5c4a\u304d\u305d\u3046\u304b<\/li>\n\n\n\n<li>\u672c\u756a\u904b\u7528\u3057\u305f\u3068\u304d\u306e\u30b3\u30b9\u30c8\u3068\u4fdd\u5b88\u8ca0\u8377\u304c\u73fe\u5b9f\u7684\u304b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">PoC\u6b62\u307e\u308a\u3092\u9632\u3050\u305f\u3081\u306e\u5224\u65ad\u57fa\u6e96<\/h3>\n\n\n\n<p>PoC\u6b62\u307e\u308a\u3092\u9632\u3050\u305f\u3081\u306b\u306f\u3001<mark>PoC\u958b\u59cb\u524d\u306b\u300c\u3069\u306e\u6761\u4ef6\u3092\u6e80\u305f\u305b\u3070\u6b21\u306b\u9032\u3080\u304b\u300d\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f<\/mark>\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u5224\u65ad\u57fa\u6e96\u304c\u66d6\u6627\u306a\u307e\u307e\u691c\u8a3c\u3092\u59cb\u3081\u308b\u3068\u3001\u300c\u3082\u3046\u5c11\u3057\u7cbe\u5ea6\u3092\u4e0a\u3052\u3066\u304b\u3089\u300d\u3068\u691c\u8a3c\u304c\u9577\u671f\u5316\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u9003\u3059\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u3088\u304f\u4f7f\u308f\u308c\u308b\u5224\u65ad\u57fa\u6e96\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u696d\u52d9KPI\u306b\u5bfe\u3057\u3066\u3001\u3069\u306e\u7a0b\u5ea6\u306e\u6539\u5584\u304c\u898b\u8fbc\u3081\u308b\u304b<\/li>\n\n\n\n<li>\u7cbe\u5ea6\u3084\u5fdc\u7b54\u54c1\u8cea\u304c\u6700\u4f4e\u30e9\u30a4\u30f3\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u672c\u756a\u30c7\u30fc\u30bf\u3084\u5b9f\u904b\u7528\u6761\u4ef6\u3067\u3082\u518d\u73fe\u6027\u304c\u3042\u308b\u304b<\/li>\n\n\n\n<li>\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3084\u904b\u7528\u4f53\u5236\u3092\u73fe\u5b9f\u7684\u306b\u69cb\u7bc9\u3067\u304d\u308b\u304b<\/li>\n\n\n\n<li>\u8ffd\u52a0\u6295\u8cc7\u306b\u898b\u5408\u3046\u8cbb\u7528\u5bfe\u52b9\u679c\uff08ROI\uff09\u304c\u3042\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p>\u306a\u304a\u3001MIT\u306eNANDA\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c2025\u5e747\u6708\u306b\u767a\u8868\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u300eThe GenAI Divide\u300f\u306b\u3088\u308b\u3068\u3001\u751f\u6210AI\u30d1\u30a4\u30ed\u30c3\u30c8\u306e95%\u304cP&amp;L\uff08\u640d\u76ca\u8a08\u7b97\u66f8\uff09\u306b\u6e2c\u5b9a\u53ef\u80fd\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u304a\u3089\u305a\u3001\u6025\u901f\u306a\u53ce\u76ca\u5897\u52a0\u3092\u9054\u6210\u3057\u305f\u4f01\u696d\u306f\u308f\u305a\u304b5%\u306b\u3068\u3069\u307e\u3063\u3066\u3044\u307e\u3059\u3002PoC\u304b\u3089\u672c\u756a\u79fb\u884c\u3078\u306e\u5224\u65ad\u306f\u3001\u71b1\u91cf\u3084\u671f\u5f85\u611f\u3067\u306f\u306a\u304f\u3001\u660e\u78ba\u306a\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/mlq.ai\/media\/quarterly_decks\/v0.1_State_of_AI_in_Business_2025_Report.pdf\" rel=\"nofollow\">MIT NANDA Project\u300cThe GenAI Divide: State of AI in Business 2025\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">PoC\u3067\u78ba\u8a8d\u3057\u3066\u304a\u304d\u305f\u3044\u9805\u76ee<\/h3>\n\n\n\n<p>PoC\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u898b\u636e\u3048\u3066\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u54c1\u8cea\uff1a\u6b20\u640d\u3001\u91cd\u8907\u3001\u5f62\u5f0f\u306e\u63fa\u308c\u3001\u66f4\u65b0\u983b\u5ea6\u306b\u554f\u984c\u304c\u306a\u3044\u304b<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u9069\u5408\u6027\uff1a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3084\u65b9\u5f0f\u3092\u9078\u3079\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u8a55\u4fa1\u65b9\u6cd5\uff1a\u30aa\u30d5\u30e9\u30a4\u30f3\u8a55\u4fa1\u3060\u3051\u3067\u306a\u304f\u3001\u4eba\u624b\u8a55\u4fa1\u3084\u696d\u52d9\u8a55\u4fa1\u3082\u8a2d\u8a08\u3067\u304d\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u904b\u7528\u60f3\u5b9a\uff1a\u6539\u5584\u983b\u5ea6\u3001\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u5148\u3092\u6301\u3066\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p>\u7279\u306b\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u8a8d\u306f\u3001PoC\u306e\u6210\u5426\u3092\u5de6\u53f3\u3059\u308b\u6700\u91cd\u8981\u9805\u76ee\u3067\u3059\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u691c\u7d22\u5bfe\u8c61\u30c7\u30fc\u30bf\u306b\u6b20\u640d\u3084\u91cd\u8907\u304c\u591a\u3044\u72b6\u614b\u3067PoC\u3092\u9032\u3081\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u6b63\u3057\u304f\u8a55\u4fa1\u3067\u304d\u305a\u3001\u672c\u756a\u79fb\u884c\u306e\u5224\u65ad\u3092\u8aa4\u308b\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002PoC\u306e\u6bb5\u968e\u3067\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3068\u91cf\u3092\u5ba2\u89b3\u7684\u306b\u8a55\u4fa1\u3057\u3001\u4e0d\u8db3\u304c\u3042\u308b\u5834\u5408\u306f\u8ffd\u52a0\u53ce\u96c6\u3084\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306e\u8a08\u753b\u3092\u7acb\u3066\u3066\u304a\u304f\u3053\u3068\u304c\u3001AI\u958b\u767a\u30d5\u30ed\u30fc\u5168\u4f53\u306e\u52b9\u7387\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2462\uff1a\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\uff08\u958b\u767a\u30fb\u30b7\u30b9\u30c6\u30e0\u9023\u643a\uff09<\/h2>\n\n\n\n<p>PoC\u3067\u65b9\u5411\u6027\u304c\u898b\u3048\u305f\u3089\u3001\u6b21\u306f\u672c\u756a\u5229\u7528\u3092\u524d\u63d0\u3068\u3057\u305f\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3060\u3051\u3067\u306a\u304f\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u3001UI\/UX\u3001\u8a8d\u8a3c\u30fb\u6a29\u9650\u3001\u30ed\u30b0\u7ba1\u7406\u3001\u76e3\u67fb\u5bfe\u5fdc\u307e\u3067\u542b\u3081\u3066\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002PoC\u3067\u306f\u9650\u5b9a\u7684\u306a\u74b0\u5883\u3067\u691c\u8a3c\u3057\u3066\u3044\u305f\u3082\u306e\u3092\u3001<mark>\u5b9f\u969b\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u307f\u3001\u8907\u6570\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5b89\u5b9a\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u72b6\u614b\u306b\u4ed5\u4e0a\u3052\u308b<\/mark>\u306e\u304c\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u30fb\u30e2\u30c7\u30eb\u9078\u5b9a\u306e\u9032\u3081\u65b9<\/h3>\n\n\n\n<p><mark>\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u6574\u7406\u30fb\u524d\u51e6\u7406\u3068\u30e2\u30c7\u30eb\u9078\u5b9a\u3092\u4e26\u884c\u3057\u3066\u9032\u3081\u308b<\/mark>\u306e\u304c\u57fa\u672c\u3067\u3059\u3002\u3053\u306e\u5de5\u7a0b\u306fAI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u4e2d\u3067\u3082\u6700\u3082\u5de5\u6570\u304c\u304b\u304b\u308a\u3084\u3059\u304f\u3001\u8a08\u753b\u6bb5\u968e\u3067\u5341\u5206\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u78ba\u4fdd\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u578bML\u3067\u306f\u3001\u76ee\u7684\u5909\u6570\u306e\u8a2d\u8a08\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3001\u7279\u5fb4\u91cf\u306e\u8a2d\u8a08\u3001\u30e2\u30c7\u30eb\u6bd4\u8f03\u304c\u91cd\u8981\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u304c\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u524d\u51e6\u7406\u306e\u5de5\u7a0b\u3092\u8efd\u8996\u3059\u308b\u3068\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u54c1\u8cea\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u3067\u306f\u3001\u307e\u305aAPI\u5229\u7528\u3067\u6210\u7acb\u3059\u308b\u306e\u304b\u3001RAG\u3067\u5341\u5206\u304b\u3001Fine-tuning\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u304c\u5fc5\u8981\u304b\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u5b9f\u88c5\u52b9\u7387\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002RAG\u3092\u9078\u3076\u30b1\u30fc\u30b9\u3082\u3042\u308c\u3070\u3001Fine-tuning\u3092\u9078\u3076\u30b1\u30fc\u30b9\u3082\u3042\u308a\u3001\u4e21\u8005\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001CrowdFlower\u304c2016\u5e74\u306b\u5b9f\u65bd\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u8abf\u67fb\u3067\u306f\u3001\u56de\u7b54\u8005\u306e60%\u304c\u30c7\u30fc\u30bf\u306e\u6574\u7406\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3092\u6700\u3082\u6642\u9593\u306e\u304b\u304b\u308b\u4f5c\u696d\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u6e96\u5099\u306b\u4f5c\u696d\u6642\u9593\u306e\u5927\u534a\u304c\u8cbb\u3084\u3055\u308c\u308b\u50be\u5411\u306f\u73fe\u5728\u3082\u5909\u308f\u3063\u3066\u304a\u3089\u305a\u3001\u3053\u306e\u5de5\u7a0b\u306e\u898b\u7a4d\u3082\u308a\u3092\u7518\u304f\u3059\u308b\u3068\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www2.cs.uh.edu\/~ceick\/UDM\/CFDS16.pdf\" rel=\"nofollow\">CrowdFlower\u300c2016 Data Science Report\u300d<\/a><\/p>\n\n\n\n<p>RAG\u306e\u4ed5\u7d44\u307f\u3084\u6d3b\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5329\/\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3001\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u4e8b\u4f8b<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u69cb\u6210\u306e\u5834\u5408<\/h3>\n\n\n\n<p>2026\u5e74\u306eAI\u958b\u767a\u3067\u306f\u3001\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u3084RAG\u3060\u3051\u3067\u306a\u304f\u3001<mark>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3093\u3060\u69cb\u6210\u3082\u9078\u629e\u80a2\u306b\u5165\u308b\u3088\u3046\u306b\u306a\u3063\u3066<\/mark>\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u76ee\u6a19\u306b\u5bfe\u3057\u3066\u81ea\u5f8b\u7684\u306b\u5224\u65ad\u30fb\u884c\u52d5\u3057\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u3084API\u3068\u9023\u643a\u3057\u306a\u304c\u3089\u30bf\u30b9\u30af\u3092\u9042\u884c\u3059\u308bAI\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3067\u3042\u308c\u3070\u3001\u5358\u7d14\u306aRAG\u30d9\u30fc\u30b9\u306e\u56de\u7b54\u751f\u6210\u306b\u3068\u3069\u307e\u3089\u305a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304cCRM\uff08\u9867\u5ba2\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff09\u3084\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u6a2a\u65ad\u7684\u306b\u691c\u7d22\u3057\u3001\u56de\u7b54\u306e\u751f\u6210\u304b\u3089\u793e\u5185\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5224\u65ad\u307e\u3067\u3092\u4e00\u9023\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u3057\u3066\u51e6\u7406\u3059\u308b\u69cb\u6210\u304c\u5b9f\u88c5\u3055\u308c\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u69cb\u6210\u3067\u306f\u3001\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6a29\u9650\u7bc4\u56f2\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u5236\u5fa1\u3001\u30a8\u30e9\u30fc\u6642\u306e\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u8a2d\u8a08\u306a\u3069\u3001\u5f93\u6765\u306eAI\u958b\u767a\u306b\u306f\u306a\u304b\u3063\u305f\u8a2d\u8a08\u9805\u76ee\u304c\u52a0\u308f\u308b\u305f\u3081\u3001\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u306e\u5de5\u6570\u3068\u8907\u96d1\u6027\u304c\u5897\u3059\u70b9\u306b\u7559\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/4333\/\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306f\uff1f\u751f\u6210AI\u3068\u306e\u9055\u3044\u304b\u3089\u7279\u5fb4\u3084\u4e8b\u4f8b\u3092\u5fb9\u5e95\u89e3\u8aac<\/a>\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3067\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n<p>\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306e\u8a2d\u8a08\u304c\u54c1\u8cea\u3068\u904b\u7528\u52b9\u7387\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\u5143\uff1a\u3069\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u304b<\/li>\n\n\n\n<li>\u51fa\u529b\u5148\uff1a\u3069\u306e\u753b\u9762\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u62c5\u5f53\u8005\u306b\u7d50\u679c\u3092\u8fd4\u3059\u304b<\/li>\n\n\n\n<li>\u6a29\u9650\u7ba1\u7406\uff1a\u8ab0\u304c\u4f55\u3092\u95b2\u89a7\u30fb\u7de8\u96c6\u30fb\u627f\u8a8d\u3067\u304d\u308b\u304b<\/li>\n\n\n\n<li>\u76e3\u67fb\u30ed\u30b0\uff1a\u3044\u3064\u3001\u8ab0\u304c\u3001\u4f55\u3092\u5165\u529b\u3057\u3001\u3069\u306e\u7d50\u679c\u3092\u8fd4\u3057\u305f\u304b\u3092\u8ffd\u3048\u308b\u304b<\/li>\n\n\n\n<li>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff1a\u4e0d\u9069\u5207\u56de\u7b54\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u6f0f\u3048\u3044\u3001\u8aa4\u5229\u7528\u3092\u3069\u3053\u3067\u9632\u3050\u304b<\/li>\n<\/ul>\n\n\n\n<p>\u751f\u6210AI\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u691c\u7d22\u5bfe\u8c61\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5909\u66f4\u3059\u308b\u3060\u3051\u3067\u6319\u52d5\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u30b3\u30fc\u30c9\u5909\u66f4\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u3084\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u7ba1\u7406\u307e\u3067\u542b\u3081\u3066\u5b9f\u88c5\u5bfe\u8c61\u3068\u8003\u3048\u308b\u306e\u304c\u5b9f\u52d9\u7684\u3067\u3059\u3002\u7279\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u6f0f\u3048\u3044\u9632\u6b62\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u5bfe\u7b56\u306a\u3069\u3001\u751f\u6210AI\u7279\u6709\u306e\u30ea\u30b9\u30af\u3078\u306e\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-14\">AI\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u2463\uff1a\u904b\u7528\u30fb\u6539\u5584\u30d5\u30a7\u30fc\u30ba<\/h2>\n\n\n\n<p>AI\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u7d42\u308f\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5229\u7528\u30c7\u30fc\u30bf\u3084\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3001\u696d\u52d9\u30eb\u30fc\u30eb\u3001\u5229\u7528\u8005\u306e\u671f\u5f85\u5024\u306f\u6642\u9593\u3068\u3068\u3082\u306b\u5909\u308f\u308b\u305f\u3081\u3001<mark>\u904b\u7528\u3057\u306a\u304c\u3089\u6539\u5584\u3092\u7d9a\u3051\u308b\u524d\u63d0\u3067\u8a2d\u8a08\u3059\u308b<\/mark>\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u578bML\u3067\u306fMLOps\uff08Machine Learning Operations\uff1a\u6a5f\u68b0\u5b66\u7fd2\u306e\u904b\u7528\u7ba1\u7406\uff09\u3001\u751f\u6210AI\u3067\u306fLLMOps\uff08Large Language Model Operations\uff1a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u904b\u7528\u7ba1\u7406\uff09\u3068\u547c\u3070\u308c\u308b\u904b\u7528\u7ba1\u7406\u306e\u8003\u3048\u65b9\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u3001\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3084\u76e3\u8996\u30fb\u6539\u5584\u306e\u30b5\u30a4\u30af\u30eb\u3092\u4ed5\u7d44\u307f\u3068\u3057\u3066\u69cb\u7bc9\u3057\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u3082\u54c1\u8cea\u3092\u7dad\u6301\u30fb\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u76f4\u5f8c\u306f\u60f3\u5b9a\u3069\u304a\u308a\u306b\u52d5\u4f5c\u3057\u3066\u3044\u3066\u3082\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u304c\u5909\u5316\u3057\u305f\u308a\u696d\u52d9\u30eb\u30fc\u30eb\u304c\u66f4\u65b0\u3055\u308c\u305f\u308a\u3059\u308b\u3068\u3001\u7cbe\u5ea6\u3084\u5fdc\u7b54\u54c1\u8cea\u304c\u5f90\u3005\u306b\u4f4e\u4e0b\u3059\u308b\u300c\u30e2\u30c7\u30eb\u30c9\u30ea\u30d5\u30c8\u300d\u3068\u547c\u3070\u308c\u308b\u73fe\u8c61\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u3053\u306e\u5909\u5316\u3092\u65e9\u671f\u306b\u691c\u77e5\u3057\u3001\u9069\u5207\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u4f53\u5236\u3068\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001AI\u958b\u767a\u306e\u6210\u679c\u3092\u6301\u7d9a\u3055\u305b\u308b\u9375\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">\u904b\u7528\u3067\u898b\u308b\u3079\u304d\u6307\u6a19<\/h3>\n\n\n\n<p>\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u6210\u679c\u3092\u5b9a\u91cf\u7684\u306b\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u6307\u6a19\u3092\u7d99\u7d9a\u7684\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u696d\u52d9KPI\uff1a\u5de5\u6570\u524a\u6e1b\u3001\u51e6\u7406\u6642\u9593\u77ed\u7e2e\u3001\u4e00\u6b21\u56de\u7b54\u7387\u3001CV\u6539\u5584\u306a\u3069<\/li>\n\n\n\n<li>\u54c1\u8cea\u6307\u6a19\uff1a\u6b63\u7b54\u7387\u3001\u30ec\u30d3\u30e5\u30a2\u30fc\u8a55\u4fa1\u3001\u56de\u7b54\u59a5\u5f53\u6027\u3001\u6839\u62e0\u63d0\u793a\u7387\u306a\u3069<\/li>\n\n\n\n<li>\u904b\u7528\u6307\u6a19\uff1a\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u3001\u5931\u6557\u7387\u3001\u30ea\u30c8\u30e9\u30a4\u7387\u3001\u30ec\u30d3\u30e5\u30fc\u4ef6\u6570\u306a\u3069<\/li>\n\n\n\n<li>\u30b3\u30b9\u30c8\u6307\u6a19\uff1aAPI\u5229\u7528\u6599\u3001\u30a4\u30f3\u30d5\u30e9\u8cbb\u7528\u3001\u6708\u6b21\u904b\u7528\u5de5\u6570\u306a\u3069<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5909\u5316\uff1a\u5165\u529b\u30c7\u30fc\u30bf\u5206\u5e03\u306e\u5909\u5316\u3001\u30ca\u30ec\u30c3\u30b8\u66f4\u65b0\u306e\u9045\u308c\u3001\u691c\u7d22\u7cbe\u5ea6\u306e\u4f4e\u4e0b\u306a\u3069<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6307\u6a19\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u6539\u5584\u304c\u5fc5\u8981\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3068\u512a\u5148\u9806\u4f4d\u3092\u5ba2\u89b3\u7684\u306b\u5224\u65ad\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u751f\u6210AI\u3067\u306f\u3001\u56de\u7b54\u54c1\u8cea\u3060\u3051\u3067\u306a\u304fAPI\u5229\u7528\u6599\u306e\u63a8\u79fb\u3082\u91cd\u8981\u306a\u7ba1\u7406\u5bfe\u8c61\u3067\u3042\u308a\u3001\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u89b3\u70b9\u304b\u3089\u30e2\u30c7\u30eb\u306e\u5207\u308a\u66ff\u3048\u3084\u51e6\u7406\u5206\u5c90\u3092\u691c\u8a0e\u3059\u308b\u5834\u9762\u3082\u51fa\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u7d99\u7d9a\u6539\u5584\u306e\u9032\u3081\u65b9<\/h3>\n\n\n\n<p>\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u73fe\u5834\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u56de\u53ce\u3057\u3001\u6539\u5584\u5bfe\u8c61\u3092\u512a\u5148\u9806\u4f4d\u3065\u3051\u3057\u3066\u9032\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4ee3\u8868\u7684\u306a\u6539\u5584\u30c6\u30fc\u30de\u3068\u3057\u3066\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56de\u7b54\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584<\/li>\n\n\n\n<li>\u691c\u7d22\u5bfe\u8c61\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8ffd\u52a0\u30fb\u6574\u7406<\/li>\n\n\n\n<li>\u8aa4\u56de\u7b54\u3084\u4f8b\u5916\u30b1\u30fc\u30b9\u306b\u5bfe\u3059\u308b\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0<\/li>\n\n\n\n<li>UI\u6539\u5584\u306b\u3088\u308b\u5229\u7528\u7387\u5411\u4e0a<\/li>\n\n\n\n<li>\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\u3084\u51e6\u7406\u5206\u5c90<\/li>\n<\/ul>\n\n\n\n<p>\u7279\u306b\u751f\u6210AI\u3067\u306f\u3001\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3092\u983b\u7e41\u306b\u5b66\u7fd2\u3057\u76f4\u3059\u3088\u308a\u3082\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001RAG\u69cb\u6210\u3001\u8a55\u4fa1\u57fa\u6e96\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8abf\u6574\u306b\u3088\u3063\u3066\u54c1\u8cea\u3092\u6539\u5584\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002\u6539\u5584\u306e\u30b5\u30a4\u30af\u30eb\u3092\u56de\u3059\u305f\u3081\u306b\u306f\u3001\u73fe\u5834\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53ce\u96c6\u3059\u308b\u4ed5\u7d44\u307f\u3068\u3001\u6539\u5584\u65bd\u7b56\u306e\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306e\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6574\u5099\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u904b\u7528\u30fb\u6539\u5584\u306e\u4f53\u5236\u3092\u65e9\u3044\u6bb5\u968e\u304b\u3089\u8a2d\u8a08\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001AI\u958b\u767a\u306eROI\u3092\u6700\u5927\u5316\u3059\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-17\">AI\u958b\u767a\u306b\u304b\u304b\u308b\u671f\u9593\u30fb\u8cbb\u7528\u306e\u76ee\u5b89\u30102026\u5e74\u7248\u3011<\/h2>\n\n\n\n<p>AI\u958b\u767a\u306e\u671f\u9593\u3068\u8cbb\u7528\u306f\u3001\u5bfe\u8c61\u696d\u52d9\u3084\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3084\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u7bc4\u56f2\u3001\u6c42\u3081\u308b\u7cbe\u5ea6\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4f01\u696d\u3067AI\u958b\u767a\u3092\u9032\u3081\u308b\u5834\u5408\u306e\u4e00\u822c\u7684\u306a\u76ee\u5b89\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-5a71cb07-dd11-4fcb-8946-03e82f080816\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30d5\u30a7\u30fc\u30ba<\/th><th>\u671f\u9593\u306e\u76ee\u5b89<\/th><th>\u8cbb\u7528\u306e\u76ee\u5b89<\/th><th>\u4e3b\u306a\u5185\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>\u69cb\u60f3<\/td><td>1\u301c2\u304b\u6708<\/td><td>40\u4e07\u301c400\u4e07\u5186<\/td><td>\u8ab2\u984c\u6574\u7406\u3001\u5bfe\u8c61\u696d\u52d9\u9078\u5b9a\u3001\u8981\u4ef6\u6574\u7406\u3001KPI\u8a2d\u8a08<\/td><\/tr><tr><td>PoC<\/td><td>1\u301c3\u304b\u6708<\/td><td>100\u4e07\u301c500\u4e07\u5186<\/td><td>\u6280\u8853\u691c\u8a3c\u3001\u8a66\u4f5c\u3001\u8a55\u4fa1\u8a2d\u8a08\u3001\u52b9\u679c\u691c\u8a3c<\/td><\/tr><tr><td>\u5b9f\u88c5<\/td><td>2\u301c4\u304b\u6708<\/td><td>500\u4e07\u301c3,000\u4e07\u5186<\/td><td>\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3001\u753b\u9762\u5b9f\u88c5\u3001\u6a29\u9650\u7ba1\u7406\u3001\u904b\u7528\u8a2d\u8a08<\/td><\/tr><tr><td>\u904b\u7528\u30fb\u6539\u5584<\/td><td>\u7d99\u7d9a<\/td><td>\u6708\u984d10\u4e07\u301c100\u4e07\u5186<\/td><td>\u76e3\u8996\u3001\u8a55\u4fa1\u3001\u6539\u5584\u3001\u30ca\u30ec\u30c3\u30b8\u66f4\u65b0\u3001\u4fdd\u5b88<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u751f\u6210AI\u6d3b\u7528\u578b\u958b\u767a\u3067\u306f\u3001RAG\u3092\u524d\u63d0\u3068\u3057\u305f\u521d\u671f\u69cb\u7bc9\u3067200\u4e07\u301c800\u4e07\u5186\u7a0b\u5ea6\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u307e\u3067\u542b\u3080\u69cb\u6210\u3067\u306f800\u4e07\u301c3,000\u4e07\u5186\u7a0b\u5ea6\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5b9f\u969b\u306b\u306f\u3001\u5bfe\u8c61\u696d\u52d9\u306e\u8907\u96d1\u3055\u3084\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d50\u5408\u5ea6\u3067\u5927\u304d\u304f\u5909\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8cbb\u7528\u3092\u898b\u7a4d\u3082\u308b\u3068\u304d\u306f\u3001\u521d\u671f\u958b\u767a\u8cbb\u3060\u3051\u3067\u306a\u304f\u3001\u904b\u7528\u8cbb\u3084\u30e2\u30c7\u30eb\u5229\u7528\u6599\u3001\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u6574\u5099\u306e\u5de5\u6570\u307e\u3067\u542b\u3081\u3066\u8003\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306b\u751f\u6210AI\u3067\u306f\u3001API\u5229\u7528\u6599\u304c\u5229\u7528\u91cf\u306b\u6bd4\u4f8b\u3057\u3066\u5897\u52a0\u3059\u308b\u305f\u3081\u3001\u6708\u6b21\u306e\u904b\u7528\u30b3\u30b9\u30c8\u3092\u4e8b\u524d\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3066\u304a\u304f\u3053\u3068\u304cROI\u306e\u898b\u901a\u3057\u3092\u7acb\u3066\u308b\u3046\u3048\u3067\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u306e\u8cbb\u7528\u611f\u3092\u3088\u308a\u5177\u4f53\u7684\u306b\u628a\u63e1\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u8907\u6570\u306e\u958b\u767a\u4f1a\u793e\u304b\u3089\u898b\u7a4d\u3082\u308a\u3092\u53d6\u5f97\u3057\u3066\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u958b\u767a\u4f1a\u793e\u306e\u9078\u3073\u65b9\u3084\u6bd4\u8f03\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5596\/\">AI\u958b\u767a\u4f1a\u793e\u304a\u3059\u3059\u3081\u6bd4\u8f0315\u9078\uff01\u7279\u5fb4\u3084\u9078\u3073\u65b9\u3092\u89e3\u8aac\u30102026\u5e74\u3011<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-18\">AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u969b\u306e\u30d5\u30ed\u30fc<\/h2>\n\n\n\n<p>AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u5834\u5408\u306f\u3001\u3044\u304d\u306a\u308a\u300c\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u3066\u307b\u3057\u3044\u300d\u3068\u4f9d\u983c\u3059\u308b\u3088\u308a\u3082\u3001\u696d\u52d9\u6574\u7406\u304b\u3089\u6bb5\u968e\u7684\u306b\u9032\u3081\u305f\u307b\u3046\u304c\u5931\u6557\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002AI\u958b\u767a\u306e\u6d41\u308c\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001\u81ea\u793e\u306e\u696d\u52d9\u8ab2\u984c\u3092\u6574\u7406\u3057\u3001\u6bb5\u968e\u7684\u306b\u5916\u6ce8\u5148\u3068\u9023\u643a\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002\u5b9f\u52d9\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u9032\u3080\u30b1\u30fc\u30b9\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u969b\u306e7\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/04\/seo_dev_ai-kaihatsu-flow_4.png\" alt=\"AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u969b\u306e7\u30b9\u30c6\u30c3\u30d7\u306e\u6d41\u308c\u3092\u793a\u3057\u305f\u56f3\"><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u696d\u52d9\u30d5\u30ed\u30fc\u78ba\u8a8d\uff1a\u73fe\u72b6\u696d\u52d9\u306e\u6d41\u308c\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3001\u4f8b\u5916\u51e6\u7406\u3001\u95a2\u4fc2\u8005\u3092\u6574\u7406\u3059\u308b<\/li>\n\n\n\n<li>AI\u6a5f\u80fd\u3078\u306e\u843d\u3068\u3057\u8fbc\u307f\uff1a\u3069\u306e\u5de5\u7a0b\u3092AI\u3067\u652f\u63f4\u3059\u308b\u306e\u304b\u3001\u8981\u7d04\u30fb\u5206\u985e\u30fb\u691c\u7d22\u30fb\u751f\u6210\u306a\u3069\u6a5f\u80fd\u30ec\u30d9\u30eb\u306b\u5206\u89e3\u3059\u308b<\/li>\n\n\n\n<li>\u5019\u88dc\u696d\u52d9\u306e\u6d17\u3044\u51fa\u3057\uff1aAI\u9069\u7528\u5019\u88dc\u3092\u8907\u6570\u51fa\u3057\u3001\u52b9\u679c\u3068\u5b9f\u73fe\u6027\u306e\u89b3\u70b9\u3067\u6bd4\u8f03\u3059\u308b<\/li>\n\n\n\n<li>\u6280\u8853\u691c\u8a3c\uff1a\u5c0f\u3055\u306a\u7bc4\u56f2\u3067PoC\u3092\u884c\u3044\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3001\u7cbe\u5ea6\u3001\u904b\u7528\u8ca0\u8377\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n\n\n\n<li>\u5bfe\u8c61\u696d\u52d9\u306e\u6c7a\u5b9a\uff1a\u6295\u8cc7\u5bfe\u52b9\u679c\u3068\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u8e0f\u307e\u3048\u3066\u3001\u672c\u683c\u958b\u767a\u3059\u308b\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u3080<\/li>\n\n\n\n<li>\u8981\u4ef6\u5b9a\u7fa9\uff1a\u753b\u9762\u3001\u6a29\u9650\u3001\u9023\u643a\u5148\u3001\u8a55\u4fa1\u65b9\u6cd5\u3001\u904b\u7528\u30eb\u30fc\u30eb\u3092\u5b9a\u7fa9\u3059\u308b<\/li>\n\n\n\n<li>\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\uff1a\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u6a5f\u80fd\u304b\u3089\u5c0f\u3055\u304f\u5b9f\u88c5\u3057\u3001\u5229\u7528\u8005\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u8e0f\u307e\u3048\u3066\u6539\u5584\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u203b\u4e0a\u8a18\u306f\u4e00\u822c\u7684\u306aAI\u958b\u767a\u306e\u5916\u6ce8\u30d5\u30ed\u30fc\u3067\u3059\u3002\u958b\u767a\u4f1a\u793e\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u30b9\u30c6\u30c3\u30d7\u306e\u8a73\u7d30\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">\u5916\u6ce8\u524d\u306b\u6e96\u5099\u3057\u3066\u304a\u304f\u3053\u3068<\/h3>\n\n\n\n<p>AI\u958b\u767a\u3092\u5916\u6ce8\u3059\u308b\u969b\u306e\u30d5\u30ed\u30fc\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u4f9d\u983c\u524d\u306e\u6e96\u5099\u304c\u91cd\u8981\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u4e8b\u524d\u306b\u6574\u7406\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u958b\u767a\u4f1a\u793e\u3068\u306e\u8a8d\u8b58\u306e\u305a\u308c\u3092\u9632\u304e\u3001\u898b\u7a4d\u3082\u308a\u306e\u7cbe\u5ea6\u3082\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u3068\u671f\u5f85\u52b9\u679c\u30921\u679a\u3067\u8aac\u660e\u3067\u304d\u308b\u72b6\u614b\u306b\u3059\u308b\uff1a\u73fe\u72b6\u306e\u696d\u52d9\u8ab2\u984c\u3068\u3001AI\u5c0e\u5165\u5f8c\u306b\u671f\u5f85\u3059\u308b\u6539\u5584\u5e45\u3092\u6570\u5024\u3067\u793a\u305b\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f<\/li>\n\n\n\n<li>\u5bfe\u8c61\u696d\u52d9\u306e\u30d5\u30ed\u30fc\u3068\u5229\u7528\u30b7\u30b9\u30c6\u30e0\u3092\u6574\u7406\u3057\u3066\u304a\u304f\uff1a\u696d\u52d9\u624b\u9806\u3092\u6642\u7cfb\u5217\u3067\u66f8\u304d\u51fa\u3057\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3001\u30c7\u30fc\u30bf\u306e\u5165\u51fa\u529b\u5148\u3001\u95a2\u4fc2\u8005\u306e\u5f79\u5272\u3092\u4e00\u89a7\u5316\u3059\u308b<\/li>\n\n\n\n<li>\u4f7f\u3048\u305d\u3046\u306a\u30c7\u30fc\u30bf\u306e\u6709\u7121\u3001\u4fdd\u5b58\u5834\u6240\u3001\u66f4\u65b0\u983b\u5ea6\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\uff1a\u4ef6\u6570\u30fb\u5f62\u5f0f\u30fb\u4fdd\u5b58\u5834\u6240\u30fb\u66f4\u65b0\u983b\u5ea6\u306b\u52a0\u3048\u3066\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306e\u6709\u7121\u3082\u78ba\u8a8d\u3057\u3066\u304a\u304f<\/li>\n\n\n\n<li>PoC\u307e\u3067\u306b\u898b\u305f\u3044\u5224\u65ad\u57fa\u6e96\u3092\u6c7a\u3081\u3066\u304a\u304f\uff1a\u7cbe\u5ea6\u3001\u696d\u52d9KPI\u6539\u5584\u5e45\u3001\u30b3\u30b9\u30c8\u4e0a\u9650\u306a\u3069\u3001\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u3080\u6761\u4ef6\u3092\u5177\u4f53\u7684\u306a\u6570\u5024\u3067\u8a2d\u5b9a\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u7279\u306b\u300c\u5bfe\u8c61\u696d\u52d9\u306e\u30d5\u30ed\u30fc\u3068\u5229\u7528\u30b7\u30b9\u30c6\u30e0\u306e\u6574\u7406\u300d\u306f\u3001\u958b\u767a\u4f1a\u793e\u304c\u8981\u4ef6\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3059\u308b\u3046\u3048\u3067\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u73fe\u72b6\u306e\u696d\u52d9\u624b\u9806\u3092\u6642\u7cfb\u5217\u3067\u66f8\u304d\u51fa\u3057\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3001\u30c7\u30fc\u30bf\u306e\u5165\u51fa\u529b\u5148\u3001\u95a2\u4fc2\u8005\u306e\u5f79\u5272\u3092\u4e00\u89a7\u5316\u3057\u3066\u304a\u304f\u3068\u3001\u958b\u767a\u4f1a\u793e\u3068\u306e\u521d\u56de\u6253\u3061\u5408\u308f\u305b\u3067\u8a8d\u8b58\u306e\u305a\u308c\u304c\u751f\u3058\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-21\">\u5916\u6ce8\u5148\u9078\u5b9a\u3067\u898b\u308b\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n<p>AI\u958b\u767a\u306e\u5916\u6ce8\u5148\u3092\u9078\u5b9a\u3059\u308b\u969b\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u7406\u89e3\u529b\u3068\u4f34\u8d70\u4f53\u5236\u3092\u91cd\u8996\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u529f\u7387\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PoC\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3066\u672c\u756a\u5b9f\u88c5\u306e\u8a2d\u8a08\u307e\u3067\u4e00\u8cab\u3057\u3066\u63d0\u6848\u3067\u304d\u308b\u304b\uff08PoC\u5c02\u696d\u3067\u5b9f\u88c5\u306f\u5225\u4f1a\u793e\u3001\u3068\u3044\u3046\u5206\u65ad\u304c\u306a\u3044\u304b\uff09<\/li>\n\n\n\n<li>\u696d\u52d9\u30d2\u30a2\u30ea\u30f3\u30b0\u304b\u3089\u6280\u8853\u8981\u4ef6\u3078\u306e\u843d\u3068\u3057\u8fbc\u307f\u307e\u3067\u81ea\u793e\u5074\u3067\u4e3b\u5c0e\u3067\u304d\u308b\u304b<\/li>\n\n\n\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u30fb\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u8a2d\u8a08\u307e\u3067\u652f\u63f4\u7bc4\u56f2\u306b\u542b\u307e\u308c\u308b\u304b<\/li>\n\n\n\n<li>\u65e2\u5b58\u306e\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3084SaaS\u3068\u306eAPI\u9023\u643a\u306e\u5b9f\u88c5\u5b9f\u7e3e\u304c\u3042\u308b\u304b\u3001\u307e\u305fISO 27001\u3084SOC 2\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a8d\u8a3c\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u7cbe\u5ea6\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u6539\u5584\u63d0\u6848\u3001\u30ca\u30ec\u30c3\u30b8\u66f4\u65b0\u307e\u3067\u4f34\u8d70\u3067\u304d\u308b\u904b\u7528\u4f53\u5236\u304c\u3042\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p>AI\u53d7\u8a17\u958b\u767a\u306e\u5177\u4f53\u7684\u306a\u8cbb\u7528\u76f8\u5834\u3084\u958b\u767a\u4f1a\u793e\u306e\u6bd4\u8f03\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5590\/\">AI\u53d7\u8a17\u958b\u767a\u4f1a\u793e16\u9078\u3092\u6bd4\u8f03\uff01\u8cbb\u7528\u76f8\u5834\u3084\u9078\u3073\u65b9\u3092\u89e3\u8aac\u30102026\u5e74\u6700\u65b0\u3011<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-22\">AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6210\u529f\u3055\u305b\u308b\u30dd\u30a4\u30f3\u30c8<\/h2>\n\n\n\n<p>AI\u958b\u767a\u306e\u6210\u529f\u7387\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u6280\u8853\u9078\u5b9a\u4ee5\u524d\u306b\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u306e\u9032\u3081\u65b9\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306b\u6b21\u306e4\u70b9\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u5426\u3092\u5de6\u53f3\u3057\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-23\">1. \u8ab2\u984c\u8d77\u70b9\u3067\u59cb\u3081\u308b<\/h3>\n\n\n\n<p>\u300cAI\u3092\u4f7f\u3044\u305f\u3044\u300d\u304b\u3089\u59cb\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001<mark>\u300c\u3069\u306e\u696d\u52d9\u8ab2\u984c\u3092\u3069\u3046\u6539\u5584\u3057\u305f\u3044\u304b\u300d\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u304c\u3001AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6210\u529f\u3055\u305b\u308b\u6700\u3082\u57fa\u672c\u7684\u306a\u539f\u5247<\/mark>\u3067\u3059\u3002\u6280\u8853\u8d77\u70b9\u3067\u59cb\u3081\u308b\u3068\u3001PoC\u306f\u6210\u7acb\u3057\u3066\u3082\u672c\u756a\u4fa1\u5024\u306b\u3064\u306a\u304c\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8ab2\u984c\u8d77\u70b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u91cd\u8981\u306a\u7406\u7531\u306f\u3001AI\u958b\u767a\u3067\u306f\u300c\u4f55\u3092\u89e3\u6c7a\u3059\u308b\u304b\u300d\u304c\u660e\u78ba\u3067\u306a\u3044\u3068\u3001\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u57fa\u6e96\u3082\u904b\u7528\u5f8c\u306e\u6539\u5584\u65b9\u91dd\u3082\u5b9a\u307e\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308c\u3070\u3001\u300c\u4e00\u6b21\u56de\u7b54\u7387\u3092\u73fe\u72b6\u306e30%\u304b\u308970%\u306b\u5f15\u304d\u4e0a\u3052\u308b\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306aKPI\u3092\u8a2d\u5b9a\u3067\u304d\u3001PoC\u306e\u6210\u5426\u5224\u65ad\u3082\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u300c\u3068\u308a\u3042\u3048\u305aAI\u3092\u5c0e\u5165\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u52d5\u6a5f\u3067\u306f\u3001\u4f55\u3092\u3082\u3063\u3066\u6210\u529f\u3068\u3059\u308b\u304b\u304c\u66d6\u6627\u306b\u306a\u308a\u3001PoC\u6b62\u307e\u308a\u306b\u9665\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-24\">2. PoC\u524d\u306b\u6210\u529f\u6761\u4ef6\u3092\u6c7a\u3081\u308b<\/h3>\n\n\n\n<p>PoC\u306e\u7d42\u4e86\u6761\u4ef6\u304c\u66d6\u6627\u3060\u3068\u3001\u691c\u8a3c\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3082\u6b21\u306e\u610f\u601d\u6c7a\u5b9a\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u958b\u59cb\u524d\u306b\u3001\u7cbe\u5ea6\u3001\u30b3\u30b9\u30c8\u3001\u5de5\u6570\u524a\u6e1b\u52b9\u679c\u3001\u73fe\u5834\u53d7\u5bb9\u6027\u306a\u3069\u3001<mark>\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u3080\u6761\u4ef6\u3092\u5b9a\u7fa9\u3057\u3066\u304a\u304f<\/mark>\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6210\u529f\u6761\u4ef6\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001PoC\u306e\u671f\u9593\u3068\u6295\u8cc7\u3092\u9069\u5207\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u6b63\u7b54\u738780%\u4ee5\u4e0a\u300d\u300c\u6708\u9593\u30b3\u30b9\u30c850\u4e07\u5186\u4ee5\u5185\u300d\u300c\u73fe\u5834\u62c5\u5f53\u8005\u306e80%\u304c\u7d99\u7d9a\u5229\u7528\u3092\u5e0c\u671b\u300d\u3068\u3044\u3063\u305f\u8907\u6570\u306e\u57fa\u6e96\u3092\u8a2d\u5b9a\u3057\u3001\u3059\u3079\u3066\u3092\u6e80\u305f\u3057\u305f\u5834\u5408\u306b\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3078\u9032\u3080\u3068\u3044\u3046\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u611f\u899a\u7684\u306a\u5224\u65ad\u306b\u983c\u3089\u305a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-25\">3. \u30c7\u30fc\u30bf\u6e96\u5099\u306b\u5341\u5206\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u304f<\/h3>\n\n\n\n<p>AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001<mark>\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u6574\u7406\u30fb\u524d\u51e6\u7406\u306f\u6700\u3082\u5de5\u6570\u304c\u304b\u304b\u308b\u5de5\u7a0b<\/mark>\u3067\u3059\u3002\u3053\u306e\u5de5\u7a0b\u3092\u8efd\u8996\u3059\u308b\u3068\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u304c\u9813\u632b\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u6e96\u5099\u306b\u5341\u5206\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u304f\u3079\u304d\u7406\u7531\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u30c7\u30fc\u30bf\u306e\u8cea\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u3044\u304f\u3089\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u3057\u3066\u3082\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u691c\u7d22\u5bfe\u8c61\u30c7\u30fc\u30bf\u306b\u6b20\u640d\u3084\u91cd\u8907\u304c\u591a\u3051\u308c\u3070\u3001\u671f\u5f85\u3059\u308b\u7cbe\u5ea6\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8a08\u753b\u306e\u6bb5\u968e\u3067\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u306b\u5fc5\u8981\u306a\u5de5\u6570\u3068\u4f53\u5236\u3092\u660e\u78ba\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001AI\u958b\u767a\u306e\u6210\u529f\u7387\u3092\u9ad8\u3081\u308b\u3046\u3048\u3067\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\">4. \u904b\u7528\u3092\u898b\u636e\u3048\u3066\u5c0f\u3055\u304f\u59cb\u3081\u308b<\/h3>\n\n\n\n<p>\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306b\u4f5c\u308b\u3088\u308a\u3082\u3001\u5bfe\u8c61\u696d\u52d9\u3092\u7d5e\u3063\u3066\u5c0f\u3055\u304f\u59cb\u3081\u3001\u5229\u7528\u5b9f\u7e3e\u3068\u8a55\u4fa1\u7d50\u679c\u3092\u3082\u3068\u306b\u62e1\u5f35\u3057\u3066\u3044\u304f\u307b\u3046\u304c\u5931\u6557\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u751f\u6210AI\u306f\u3001\u696d\u52d9\u9069\u7528\u5f8c\u306b\u6539\u5584\u3059\u3079\u304d\u8ad6\u70b9\u304c\u898b\u3064\u304b\u308a\u3084\u3059\u3044\u305f\u3081\u3001<mark>\u5c0f\u3055\u304f\u59cb\u3081\u308b\u9032\u3081\u65b9\u3068\u76f8\u6027\u304c\u826f\u3044<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5c0f\u3055\u304f\u59cb\u3081\u308b\u3053\u3068\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u521d\u671f\u6295\u8cc7\u3092\u6291\u3048\u306a\u304c\u3089\u5b9f\u904b\u7528\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u65e9\u671f\u306b\u5f97\u3089\u308c\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u9650\u5b9a\u7684\u306a\u696d\u52d9\u7bc4\u56f2\u3067\u307e\u305a\u6210\u679c\u3092\u51fa\u3057\u3001\u305d\u306e\u5b9f\u7e3e\u3092\u3082\u3068\u306b\u5bfe\u8c61\u696d\u52d9\u3092\u62e1\u5927\u3057\u3066\u3044\u304f\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u7d44\u7e54\u5185\u306e\u7406\u89e3\u3068\u5354\u529b\u3092\u5f97\u3084\u3059\u304f\u3001AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u6301\u7d9a\u53ef\u80fd\u306a\u5f62\u3067\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-27\">AI\u958b\u767a\u306e\u30d5\u30ed\u30fc\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-28\">Q. AI\u958b\u767a\u306b\u306f\u3069\u308c\u304f\u3089\u3044\u306e\u671f\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>AI\u958b\u767a\u3067\u306f\u3001\u8981\u4ef6\u6b21\u7b2c\u3067\u3059\u304c\u69cb\u60f3\u304b\u3089\u5b9f\u88c5\u307e\u3067\u534a\u5e74\u304b\u30891\u5e74\u7a0b\u5ea6\u304b\u304b\u308b\u30b1\u30fc\u30b9\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002\u69cb\u60f3\u30d5\u30a7\u30fc\u30ba\u30671\u301c2\u304b\u6708\u3001PoC\u30671\u301c3\u304b\u6708\u3001\u5b9f\u88c5\u30672\u301c4\u304b\u6708\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002\u5bfe\u8c61\u696d\u52d9\u304c\u9650\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u77ed\u7e2e\u3067\u304d\u307e\u3059\u304c\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u304c\u91cd\u3044\u5834\u5408\u306f\u9577\u5f15\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-29\">Q. AI\u958b\u767a\u306e\u8cbb\u7528\u306f\u3069\u308c\u304f\u3089\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u69cb\u60f3\u306740\u4e07\u301c400\u4e07\u5186\u3001PoC\u3067100\u4e07\u301c500\u4e07\u5186\u3001\u5b9f\u88c5\u3067500\u4e07\u301c3,000\u4e07\u5186\u3001\u904b\u7528\u306f\u6708\u984d10\u4e07\u301c100\u4e07\u5186\u304c\u76ee\u5b89\u3067\u3059\u3002\u751f\u6210AI\u3084RAG\u3092\u4f7f\u3046\u5834\u5408\u306f\u521d\u671f\u8cbb\u7528\u3092\u6291\u3048\u3084\u3059\u3044\u4e00\u65b9\u3001\u5229\u7528\u91cf\u306b\u5fdc\u3058\u305f\u904b\u7528\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u8cbb\u7528\u3092\u898b\u7a4d\u3082\u308b\u969b\u306f\u3001\u521d\u671f\u958b\u767a\u8cbb\u3060\u3051\u3067\u306a\u304f\u904b\u7528\u8cbb\u3084\u30e2\u30c7\u30eb\u5229\u7528\u6599\u3082\u542b\u3081\u305fTCO\uff08Total Cost of Ownership\uff1a\u7dcf\u4fdd\u6709\u30b3\u30b9\u30c8\uff09\u3067\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-30\">Q. PoC\u6b62\u307e\u308a\u306b\u306a\u3089\u306a\u3044\u305f\u3081\u306b\u4f55\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>Gartner\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u30012025\u5e74\u672b\u307e\u3067\u306b\u751f\u6210AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e50%\u4ee5\u4e0a\u304cPoC\u5f8c\u306b\u653e\u68c4\u3055\u308c\u3066\u304a\u308a\u3001\u4e8b\u524d\u306e\u5224\u65ad\u57fa\u6e96\u8a2d\u5b9a\u304cPoC\u6b62\u307e\u308a\u3092\u56de\u907f\u3059\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002PoC\u958b\u59cb\u524d\u306b\u3001\u7cbe\u5ea6\u3001\u696d\u52d9KPI\u3001\u904b\u7528\u8ca0\u8377\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u5224\u65ad\u57fa\u6e96\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-31\">Q. \u5185\u88fd\u3068\u5916\u6ce8\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u696d\u52d9\u77e5\u8b58\u3092\u6df1\u304f\u6301\u3063\u3066\u3044\u308b\u306e\u306f\u793e\u5185\u5074\u3001AI\u5b9f\u88c5\u3084\u904b\u7528\u306e\u77e5\u898b\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u306f\u958b\u767a\u4f1a\u793e\u5074\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u6700\u521d\u306f\u5916\u90e8\u652f\u63f4\u3092\u53d7\u3051\u306a\u304c\u3089\u9032\u3081\u3001\u5f90\u3005\u306b\u5185\u88fd\u6bd4\u7387\u3092\u9ad8\u3081\u308b\u5f62\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u7279\u306b\u521d\u56de\u5c0e\u5165\u3067\u306f\u3001PoC\u304b\u3089\u672c\u756a\u79fb\u884c\u307e\u3067\u306e\u7d4c\u9a13\u3092\u6301\u3064\u30d1\u30fc\u30c8\u30ca\u30fc\u306e\u6709\u7121\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u5185\u88fd\u3068\u5916\u6ce8\u306e\u5224\u65ad\u6750\u6599\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/4406\/\">AI\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u793e\u958b\u767a\u304c\u9032\u3080\u7406\u7531\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3084\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u89e3\u8aac<\/a>\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-32\">Q. RAG\u3068Fine-tuning\u306f\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u6700\u65b0\u60c5\u5831\u3084\u793e\u5185\u6587\u66f8\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3055\u305b\u305f\u3044\u5834\u5408\u306fRAG\u304c\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u51fa\u529b\u30b9\u30bf\u30a4\u30eb\u3084\u7279\u5b9a\u30bf\u30b9\u30af\u3078\u306e\u9069\u5fdc\u3092\u5f37\u3081\u305f\u3044\u5834\u5408\u306fFine-tuning\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u304c\u6709\u52b9\u3067\u3059\u3002\u5b9f\u52d9\u3067\u306f\u3001\u307e\u305aRAG\u3067\u59cb\u3081\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066Fine-tuning\u3092\u691c\u8a0e\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-33\">Q. \u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u4f55\u3092\u898b\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9KPI\u3084\u5fdc\u7b54\u901f\u5ea6\u3001\u5931\u6557\u7387\u3001\u5229\u7528\u7387\u3001\u30ec\u30d3\u30e5\u30fc\u8ca0\u8377\u3001\u30b3\u30b9\u30c8\u3001\u5165\u529b\u5185\u5bb9\u306e\u5909\u5316\u3092\u3042\u308f\u305b\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002\u751f\u6210AI\u3067\u306f\u3001\u56de\u7b54\u54c1\u8cea\u3060\u3051\u3067\u306a\u304f\u3001\u53c2\u7167\u6839\u62e0\u306e\u59a5\u5f53\u6027\u3084\u691c\u7d22\u54c1\u8cea\u3082\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u6307\u6a19\u3092\u5b9a\u671f\u7684\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u6539\u5584\u30b5\u30a4\u30af\u30eb\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u304c\u3001AI\u958b\u767a\u306eROI\u3092\u6301\u7d9a\u7684\u306b\u9ad8\u3081\u308b\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-34\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>AI\u958b\u767a\u306f\u3001\u69cb\u60f3\u3001PoC\u3001\u5b9f\u88c5\u3001\u904b\u7528\u30fb\u6539\u5584\u306e\u6d41\u308c\u3067\u9032\u3081\u308b\u306e\u304c\u57fa\u672c\u3067\u3059\u3002\u6210\u529f\u7387\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u6280\u8853\u3042\u308a\u304d\u3067\u59cb\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8ab2\u984c\u5b9a\u7fa9\u3001\u5224\u65ad\u57fa\u6e96\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u3001\u904b\u7528\u8a2d\u8a08\u3092\u65e9\u3044\u6bb5\u968e\u304b\u3089\u6574\u7406\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u30012026\u5e74\u306eAI\u958b\u767a\u3067\u306f\u3001\u5f93\u6765\u578bML\u3060\u3051\u3067\u306a\u304f\u3001\u751f\u6210AI\u3001RAG\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u524d\u63d0\u306b\u3057\u305f\u8a2d\u8a08\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u9762\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u3060\u304b\u3089\u3053\u305d\u3001AI\u958b\u767a\u306e\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001\u3069\u3053\u3092PoC\u3067\u898b\u6975\u3081\u3001\u3069\u3053\u304b\u3089\u672c\u756a\u5b9f\u88c5\u306b\u9032\u3080\u304b\u3092\u51b7\u9759\u306b\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3001\u5931\u6557\u3057\u306a\u3044AI\u958b\u767a\u306e\u7b2c\u4e00\u6b69\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u958b\u767a\u3092\u691c\u8a0e\u3059\u308b\u3068\u304d\u3001\u300c\u4f55\u304b\u3089\u59cb\u3081\u308b\u3079\u304d\u304b\u300d\u300cPoC\uff08Proof of Concept\uff1a\u6982\u5ff5\u5b9f\u8a3c\uff09\u306e\u6b21\u306b\u4f55\u3092\u3059\u308b\u304b\u300d\u300c\u4e00\u822c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u4f55\u304c\u9055\u3046\u306e\u304b\u300d\u3067\u8ff7\u3046\u30b1\u30fc\u30b9\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u306b2026\u5e74\u306f\u3001\u5f93\u6765\u578b\u306eML\uff08 &#8230; <\/p>\n","protected":false},"author":18,"featured_media":6141,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":{"0":"post-5927","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai-development","8":"entry"},"_links":{"self":[{"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts\/5927","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/comments?post=5927"}],"version-history":[{"count":13,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts\/5927\/revisions"}],"predecessor-version":[{"id":6407,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts\/5927\/revisions\/6407"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/media\/6141"}],"wp:attachment":[{"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/media?parent=5927"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/categories?post=5927"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/tags?post=5927"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}