{"id":8170,"date":"2026-07-21T12:57:03","date_gmt":"2026-07-21T03:57:03","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=8170"},"modified":"2026-07-21T12:57:08","modified_gmt":"2026-07-21T03:57:08","slug":"ai%e3%81%aeroi%e3%81%ae%e8%80%83%e3%81%88%e6%96%b9%e3%81%af%ef%bc%9f%e8%a8%88%e7%ae%97%e5%bc%8f%e3%83%bb%e6%b8%ac%e5%ae%9a%e6%96%b9%e6%b3%95%e3%81%8b%e3%82%89%e6%9c%80%e5%a4%a7%e5%8c%96%e6%88%a6","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/8170\/","title":{"rendered":"AI\u306eROI\u306e\u8003\u3048\u65b9\u306f\uff1f\u8a08\u7b97\u5f0f\u30fb\u6e2c\u5b9a\u65b9\u6cd5\u304b\u3089\u6700\u5927\u5316\u6226\u7565\u307e\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<p>2026\u5e74\u3001\u4e16\u754c\u306eAI\u6295\u8cc7\u984d\u306f\u524d\u5e74\u6bd447%\u5897\u306e\u7d042\u51466,000\u5104\u30c9\u30eb\u306b\u9054\u3059\u308b\u898b\u901a\u3057\u3067\u3042\u308a\u3001\u4f01\u696d\u304cAI\u306b\u6295\u3058\u308b\u8cc7\u91d1\u306f\u904e\u53bb\u306b\u985e\u3092\u898b\u306a\u3044\u898f\u6a21\u3078\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002BCG\u306e\u8abf\u67fb\u3067\u306f\u3001CEO\u306e\u7d0480%\u304cAI\u6295\u8cc7\u306eROI\u898b\u901a\u3057\u3092\u300c\u660e\u308b\u3044\u300d\u3068\u8a55\u4fa1\u3059\u308b\u4e00\u65b9\u3001IBM\u306e\u30ec\u30dd\u30fc\u30c8\u306b\u3088\u308c\u3070\u671f\u5f85\u3069\u304a\u308a\u306eROI\u3092\u5b9f\u73fe\u3067\u304d\u305fAI\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306f\u308f\u305a\u304b25%\u306b\u3068\u3069\u307e\u308b\u306e\u304c\u73fe\u5b9f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001AI ROI\u3068\u306f\u305d\u3082\u305d\u3082\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3001\u5f93\u6765\u306eIT\u6295\u8cc7\u306eROI\u3068\u306f\u3069\u3046\u9055\u3046\u306e\u304b\u3001\u305d\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u7b97\u51fa\u30fb\u6e2c\u5b9a\u3059\u308c\u3070\u7d4c\u55b6\u5c64\u3078\u306e\u8aac\u660e\u306b\u8010\u3048\u3046\u308b\u6570\u5b57\u3092\u793a\u305b\u308b\u306e\u304b\u3001\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<strong><mark>AI ROI\u306e\u5b9a\u7fa9\u3084\u8a08\u7b97\u5f0f\u304b\u3089\u3001\u30cf\u30fc\u30c9ROI\u30fb\u30bd\u30d5\u30c8ROI\u306e\u9055\u3044\u3001\u6e2c\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u6210\u679c\u306e\u53ef\u8996\u5316\u624b\u6cd5\u3001\u305d\u3057\u3066AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6642\u4ee3\u306eROI\u8a2d\u8a08<\/mark><\/strong>\u307e\u3067\u3001JAPAN AI\u304c\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\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 ROI\u3068\u306f\uff1f<\/a>  <\/li>  <li>    <a href=\"#i-1\">AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u304c\u6ce8\u76ee\u3055\u308c\u308b\u80cc\u666f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first last\">        <a href=\"#i-2\">AI\u6295\u8cc7\u306e\u6025\u62e1\u5927\u3068\u7d4c\u55b6\u5c64\u306eROI\u5727\u529b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">AI\u306eROI\u6e2c\u5b9a\u5b9f\u73fe\u304c\u56f0\u96e3\u306a\u7406\u7531<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">\u7d44\u7e54\u306e\u73fe\u5b9f\u304cROI\u5b9f\u73fe\u3092\u963b\u3080<\/a>      <\/li>      <li>        <a href=\"#i-5\">\u6295\u8cc7\u304cROI\u306e\u6210\u719f\u5ea6\u3092\u4e0a\u56de\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-6\">\u6280\u8853\u7684\u8ca0\u50b5\u306f\u4f9d\u7136\u3068\u3057\u3066\u554f\u984c<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-7\">ROI\u7b97\u51fa\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u9593\u9055\u3044<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-8\">\u5229\u76ca\u306b\u4ed8\u968f\u3059\u308b\u4e0d\u78ba\u5b9f\u6027\u306e\u8003\u616e\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/a>      <\/li>      <li>        <a href=\"#i-9\">\u7279\u5b9a\u306e\u6642\u70b9\u3067\u306eROI\u3092\u7b97\u51fa\u3057\u3066\u3057\u307e\u3046<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-10\">\u5404AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u500b\u5225\u306b\u6271\u3063\u3066\u3057\u307e\u3046<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-11\">\u30cf\u30fc\u30c9ROI\u3068\u30bd\u30d5\u30c8ROI\u306e\u9055\u3044<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-12\">\u30cf\u30fc\u30c9ROI\u306eKPI<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-13\">\u30bd\u30d5\u30c8ROI\u306eKPI<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-14\">AI\u5c0e\u5165\u306eROI\u306e\u8a08\u7b97\u5f0f\u3068\u7b97\u51fa\u65b9\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-15\">\u5f93\u6765\u306eIT\u6295\u8cc7\u3068\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-16\">\u898b\u843d\u3068\u3057\u304c\u3061\u306a\u30b3\u30b9\u30c85\u9805\u76ee<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-17\">AI\u5c0e\u5165\u306eROI\u6e2c\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30b9\u30c6\u30c3\u30d7<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-18\">\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u8a08\u6e2c\uff08\u5c0e\u5165\u524d\u306e\u73fe\u72b6\u628a\u63e1\uff09<\/a>      <\/li>      <li>        <a href=\"#i-19\">KPI\u30923\u968e\u5c64\u3067\u8a2d\u8a08<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-20\">Before\/After\u3092\u6708\u6b21\u3067\u8a18\u9332<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-21\">AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u6226\u7565<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-22\">\u8a66\u9a13\u904b\u7528\u304b\u3089\u5b9f\u7a3c\u50cd\u307e\u3067<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-23\">\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u4fdd<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-25\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068ROI<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-26\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6295\u8cc7\u306e\u73fe\u72b6<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-27\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eROI\u6e2c\u5b9a\u306e\u8003\u3048\u65b9<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-28\">AI\u306eROI\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-29\">AI\u306b\u304a\u3051\u308bROI\u306e\u56de\u53ce\u671f\u9593\u306f\u3069\u306e\u304f\u3089\u3044\u304c\u76ee\u5b89\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-30\">AI\u306eROI\u304c\u6e2c\u5b9a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-31\">\u4e2d\u5c0f\u4f01\u696d\u3067\u3082AI\u306eROI\u306f\u7b97\u51fa\u3067\u304d\u307e\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-32\">AI\u306eROI\u306f\u300c\u7d4c\u55b6\u6210\u679c\u300d\u3067\u6e2c\u5b9a\u3059\u308b\u6642\u4ee3\u3078<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">AI ROI\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>AI ROI\uff08AI Return on Investment\uff09\u3068\u306f\u3001<strong><mark>AI\u5c0e\u5165\u306b\u5bfe\u3059\u308b\u6295\u8cc7\u5bfe\u52b9\u679c\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u6307\u6a19\u30fb\u67a0\u7d44\u307f<\/mark><\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306eIT\u6295\u8cc7\u306b\u304a\u3051\u308bROI\u304c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u3084\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8abf\u9054\u8cbb\u306b\u5bfe\u3059\u308b\u696d\u52d9\u52b9\u7387\u5316\u306e\u5ea6\u5408\u3044\u3067\u6e2c\u5b9a\u3055\u308c\u308b\u306e\u306b\u5bfe\u3057\u3001AI ROI\u3067\u306f\u30c7\u30fc\u30bf\u6574\u5099\u3084\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8\u3001\u5c0e\u5165\u5f8c\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u4f34\u3046\u7d99\u7d9a\u7684\u306a\u904b\u7528\u8cbb\u7528\u3001\u3055\u3089\u306b\u306f\u52b9\u679c\u304c\u6642\u9593\u5dee\u3067\u73fe\u308c\u308b\u9593\u63a5\u7684\u306a\u7d4c\u55b6\u6210\u679c\u307e\u3067\u542b\u3081\u3066\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u751f\u6210AI\u306e\u6025\u901f\u306a\u666e\u53ca\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3060\u3051\u3067\u306a\u304f\u58f2\u4e0a\u6210\u9577\u3084\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3068\u3044\u3063\u305f\u591a\u9762\u7684\u306a\u52b9\u679c\u6e2c\u5b9a\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u70b9\u3082\u3001AI ROI\u7279\u6709\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI ROI\u3092\u6b63\u3057\u304f\u8a2d\u8a08\u3059\u308b\u3053\u3068\u306f\u3001\u7a1f\u8b70\u3084\u6295\u8cc7\u5224\u65ad\u306e\u5834\u3067\u300c\u52b9\u679c\u3092\u6570\u5b57\u3067\u8aac\u660e\u3067\u304d\u306a\u3044\u300d\u3068\u3044\u3046\u58c1\u3092\u8d8a\u3048\u308b\u305f\u3081\u306e\u51fa\u767a\u70b9\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n<div class=\"\"><div class=\"sgb-content-block post-8653 js-sgb-content-block\" data-id=\"8653\"><div id=\"sgb-css-id-3\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-9d63d492 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><div id=\"sgb-css-id-1\" style=\"--sgb--custom--overlay-main-image: url(https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-02-9.23.56-300x169-2.webp);--sgb--custom--overlay-color: #1f1f1f;--sgb--custom--overlay-opacity: 1;--sgb--custom--overlay-image-deg: 349;--sgb--custom--overlay-horizontal: 25;--sgb--custom--overlay-vertical: 15;--sgb--custom--overlay-width: 150;--sgb--custom--overlay-height: 150;--sgb--custom--url: https:\/\/japan-ai.co.jp\/document\/use-case-kensetsu\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378;\">\n<div class=\"wp-block-sgb-custom\"><div><div class=\"custom-group\">\n  <div class=\"custom-image-overlay\">\n    <div class=\"custom-image-group\">\n      <figure class=\"wp-block-image size-large is-style-sango-with-big-shadow custom-image-container\">\n            <a href=\"https:\/\/japan-ai.co.jp\/document\/use-case-kensetsu\/?uqid=p2056i86409db80a&amp;amp;bid=6683I86d2e24f378\">\n          <img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-02-9.23.56-300x169-2.webp\">\n            <\/a>\n      <\/figure>\n    <\/div>\n  <\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><div id=\"sgb-css-id-2\" style=\"--sgb--custom--sub-title: '\u3069\u3046\u8003\u3048\u308b\u3079\u304d\u304b\u3092\u5fb9\u5e95\u89e3\u8aac\uff01';--sgb--custom--sub-title-color: #333;--sgb--custom--sub-title-size: 0.6;\">\n<p class=\"wp-block-sgb-headings sgb-heading\"><span class=\"sgb-heading__inner hh hh1\" style=\"font-size:1.5em\"><span class=\"sgb-heading__text\" style=\"color:#333\">\u751f\u6210AI\u306eROI\u7b97\u51fa<\/span><\/span><\/p>\n<\/div>\n\n\n<p>\u30fbROI\u8a66\u7b97\u306e\u8003\u3048\u65b9\u30fb\u5fc5\u8981\u306a\u60c5\u5831<br>\u30fb\u524d\u63d0\u6761\u4ef6<br>\u30fbROI\u8a66\u7b97<\/p>\n\n\n\n<p>\u3092\u30b5\u30f3\u30d7\u30eb\u3068\u3068\u3082\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-sgb-btn sng-align-left\"><a style=\"background-color:var(--sgb-main-color)\" class=\"btn cubic2 shadow raised\" href=\"https:\/\/japan-ai.co.jp\/document\/roi-calculation\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\"><i class=\"fas fa-angle-right\"><\/i>ROI\u8a66\u7b97\u8cc7\u6599\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3010\u7121\u6599\u3011<\/a><\/p>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u304c\u6ce8\u76ee\u3055\u308c\u308b\u80cc\u666f<\/h2>\n\n\n\n<p>AI\u5c0e\u5165\u306eROI\u304c\u4f01\u696d\u7d4c\u55b6\u306e\u6700\u91cd\u8981\u30c6\u30fc\u30de\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u305f\u80cc\u666f\u306b\u306f\u3001<strong><mark>AI\u6295\u8cc7\u306e\u6025\u62e1\u5927\u3068\u7d4c\u55b6\u5c64\u304b\u3089\u306eROI\u8aac\u660e\u8981\u6c42\u306e\u9ad8\u307e\u308a<\/mark><\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306e\u767b\u5834\u4ee5\u964d\u3001\u4f01\u696d\u306eAI\u6d3b\u7528\u306f\u5b9f\u9a13\u6bb5\u968e\u304b\u3089\u672c\u756a\u904b\u7528\u3078\u3068\u79fb\u884c\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u6295\u8cc7\u984d\u304c\u6025\u5897\u3059\u308b\u4e00\u65b9\u3067\u3001\u7d4c\u55b6\u5c64\u306f\u300c\u6295\u3058\u305f\u8cc7\u91d1\u306b\u898b\u5408\u3046\u7d4c\u55b6\u6210\u679c\u304c\u51fa\u3066\u3044\u308b\u306e\u304b\u300d\u3092\u5b9a\u91cf\u7684\u306b\u554f\u3044\u59cb\u3081\u3066\u3044\u307e\u3059\u3002AI\u6295\u8cc7\u304c\u58f2\u4e0a\u9ad8\u306b\u5360\u3081\u308b\u5272\u5408\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001CFO\u3084\u7d4c\u55b6\u4f01\u753b\u90e8\u9580\u306b\u3068\u3063\u3066ROI\u306e\u53ef\u8996\u5316\u306f\u907f\u3051\u3066\u901a\u308c\u306a\u3044\u8ab2\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">AI\u6295\u8cc7\u306e\u6025\u62e1\u5927\u3068\u7d4c\u55b6\u5c64\u306eROI\u5727\u529b<\/h3>\n\n\n\n<p>Gartner\u306e\u6700\u65b0\u4e88\u6e2c\u306b\u3088\u308c\u3070\u30012026\u5e74\u306e\u4e16\u754c\u306b\u304a\u3051\u308bAI\u652f\u51fa\u306f\u3001\u524d\u5e74\u6bd447%\u5897\u306e<strong><mark>\u7d042\u51466,000\u5104\u30c9\u30eb<\/mark><\/strong>\u306b\u9054\u3059\u308b\u898b\u901a\u3057\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3060\u3051\u3067\u7d041\u51464,315\u5104\u30c9\u30eb\u306e\u898f\u6a21\u306b\u62e1\u5927\u3057\u3001AI\u652f\u51fa\u5168\u4f53\u306e45%\u8d85\u3092\u5360\u3081\u3066\u3044\u307e\u3059\u3002AI\u6700\u9069\u5316\u30b5\u30fc\u30d0\u30fc\u306f\u4eca\u5f8c5\u5e74\u9593\u30673\u500d\u306b\u6210\u9577\u3057\u3001AI\u30a4\u30f3\u30d5\u30e9\u306e\u6700\u5927\u30b5\u30d6\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u6210\u9577\u3059\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002\u3053\u306e\u898f\u6a21\u306e\u6295\u8cc7\u304c\u7d9a\u304f\u306a\u304b\u3001\u4f01\u696d\u306fAI\u6295\u8cc7\u306e\u6210\u679c\u3092\u7d4c\u55b6\u6307\u6a19\u3067\u793a\u3059\u8cac\u4efb\u3092\u8ca0\u3046\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002BCG\u304c2026\u5e74\u306b\u516c\u8868\u3057\u305f\u8abf\u67fb\u3067\u306f\u3001\u4f01\u696d\u306fAI\u6295\u8cc7\u3092\u500d\u5897\u3055\u305b\u58f2\u4e0a\u9ad8\u306e\u7d041.7%\u306b\u5230\u9054\u3059\u308b\u898b\u901a\u3057\u3067\u3042\u308a\u3001CEO\u306e\u7d0480%\u304cROI\u898b\u901a\u3057\u3092\u300c\u660e\u308b\u3044\u300d\u3068\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u8abf\u67fb\u5bfe\u8c61\u4f01\u696d\u306e94%\u306f\u30012026\u5e74\u4e2d\u306b\u671f\u5f85\u3059\u308b\u6210\u679c\u304c\u5f97\u3089\u308c\u306a\u304f\u3066\u3082\u73fe\u5728\u3068\u540c\u7b49\u4ee5\u4e0a\u306e\u6c34\u6e96\u3067AI\u6295\u8cc7\u3092\u7d99\u7d9a\u3059\u308b\u610f\u5411\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u69cb\u56f3\u306f\u3001AI\u6295\u8cc7\u304c\u300c\u3084\u308b\u304b\u3084\u3089\u306a\u3044\u304b\u300d\u306e\u6bb5\u968e\u3092\u904e\u304e\u3001\u300c\u3069\u3046\u6210\u679c\u3092\u8a3c\u660e\u3059\u308b\u304b\u300d\u306e\u6bb5\u968e\u306b\u5165\u3063\u305f\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u7d4c\u55b6\u4f01\u753b\u3084DX\u63a8\u9032\u306e\u62c5\u5f53\u8005\u306b\u3068\u3063\u3066\u3001AI ROI\u306e\u8a2d\u8a08\u529b\u304c\u6295\u8cc7\u5224\u65ad\u306e\u8aac\u5f97\u529b\u3092\u5de6\u53f3\u3059\u308b\u5c40\u9762\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2026-05-19-gartner-forecasts-worldwide-ai-spending-to-grow-47-percent-in-2026\" rel=\"nofollow\">Gartner\u300cGartner Forecasts Worldwide AI Spending to Grow 47% in 2026\u300d\uff082026\u5e745\u670819\u65e5\uff09<\/a><br>\u51fa\u5178:<a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000035.000145445.html\" rel=\"nofollow\">BCG\u300cAI Radar 2026\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">AI\u306eROI\u6e2c\u5b9a\u5b9f\u73fe\u304c\u56f0\u96e3\u306a\u7406\u7531<\/h2>\n\n\n\n<p>AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u7b97\u51fa\u306e\u5b9f\u73fe\u3092\u963b\u3080\u6700\u5927\u306e\u8981\u56e0\u306f\u3001<mark><strong>\u6280\u8853\u3067\u306f\u306a\u304f\u7d44\u7e54\u306e\u69cb\u9020\u7684\u8ab2\u984c<\/strong><\/mark>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u5c0e\u5165\u306e\u52b9\u679c\u6e2c\u5b9a\u304c\u96e3\u3057\u3044\u80cc\u666f\u306b\u306f\u3001\u4f01\u696d\u6587\u5316\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08\u3001\u30c7\u30fc\u30bf\u6226\u7565\u3068\u3044\u3063\u305f\u7d44\u7e54\u5168\u4f53\u306b\u6839\u5dee\u3059\u8ab2\u984c\u304c\u8907\u5408\u7684\u306b\u7d61\u307f\u5408\u3063\u3066\u3044\u308b\u4e8b\u60c5\u304c\u3042\u308a\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u7cbe\u5ea6\u5411\u4e0a\u3060\u3051\u3067\u306f\u89e3\u6c7a\u3067\u304d\u306a\u3044\u69cb\u9020\u7684\u306a\u58c1\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3001ROI\u5b9f\u73fe\u3078\u306e\u7b2c\u4e00\u6b69\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d44\u7e54\u306e\u73fe\u5b9f\u304cROI\u5b9f\u73fe\u3092\u963b\u3080<\/li>\n\n\n\n<li>\u6295\u8cc7\u304cROI\u306e\u6210\u719f\u5ea6\u3092\u4e0a\u56de\u308b<\/li>\n\n\n\n<li>\u6280\u8853\u7684\u8ca0\u50b5\u306f\u4f9d\u7136\u3068\u3057\u3066\u554f\u984c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">\u7d44\u7e54\u306e\u73fe\u5b9f\u304cROI\u5b9f\u73fe\u3092\u963b\u3080<\/h3>\n\n\n\n<p>AI\u5c0e\u5165\u306eROI\u306e\u4e3b\u306a\u969c\u58c1\u306f\u3001<mark><strong>\u4f01\u696d\u6587\u5316\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08\u30fb\u30c7\u30fc\u30bf\u6226\u7565<\/strong><\/mark>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>IBM\u306e\u8abf\u67fb\u306b\u3088\u308c\u3070\u3001AI\u3078\u306e\u6295\u8cc7\u3092\u884c\u3063\u3066\u3044\u308b\u7d4c\u55b6\u5e79\u90e8\u306e\u3046\u3061\u300cROI\u3092\u78ba\u5b9f\u306b\u6e2c\u5b9a\u3067\u304d\u308b\u300d\u3068\u56de\u7b54\u3057\u305f\u5272\u5408\u306f\u308f\u305a\u304b29%\u306b\u3068\u3069\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>79%\u306e\u7d4c\u55b6\u5e79\u90e8\u304c\u751f\u7523\u6027\u5411\u4e0a\u3092\u5b9f\u611f\u3057\u3066\u3044\u308b\u3068\u7b54\u3048\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u305d\u306e\u52b9\u679c\u3092\u8ca1\u52d9\u6307\u6a19\u3068\u3057\u3066\u5b9a\u91cf\u5316\u3067\u304d\u3066\u3044\u308b\u4f01\u696d\u306f\u5c11\u6570\u6d3e\u3067\u3059\u3002\u6e2c\u5b9a\u3067\u304d\u306a\u3044\u539f\u56e0\u306f\u6280\u8853\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001ROI\u6e2c\u5b9a\u306e\u524d\u63d0\u3068\u306a\u308b\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u306e\u8a18\u9332\u4f53\u5236\u3001\u90e8\u9580\u6a2a\u65ad\u306eKPI\u8a2d\u8a08\u3001\u52b9\u679c\u6e2c\u5b9a\u3092\u7d44\u7e54\u306e\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u3080\u4ed5\u7d44\u307f\u304c\u6574\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u300c\u5c0e\u5165\u5f8c\u306b\u8003\u3048\u308b\u300d\u306e\u3067\u306f\u306a\u304f\u3001AI\u6295\u8cc7\u306e\u8a2d\u8a08\u6bb5\u968e\u304b\u3089\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3001ROI\u5b9f\u73fe\u306e\u6210\u5426\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.ibm.com\/jp-ja\/think\/insights\/ai-roi\" rel=\"nofollow\">IBM\u300c2026\u5e74\u306bAI\u306eROI\u3092\u6700\u5927\u5316\u3059\u308b\u65b9\u6cd5\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u6295\u8cc7\u304cROI\u306e\u6210\u719f\u5ea6\u3092\u4e0a\u56de\u308b<\/h3>\n\n\n\n<p>AI\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306e\u3046\u3061<mark><strong>\u671f\u5f85\u3069\u304a\u308a\u306eROI\u3092\u5b9f\u73fe\u3067\u304d\u305f\u5272\u5408\u306f25%<\/strong><\/mark>\u306b\u3068\u3069\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>IBM\u306eCEO\u30b9\u30bf\u30c7\u30a3\u306b\u3088\u308c\u3070\u3001AI\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u304c\u5168\u793e\u5c55\u958b\u306b\u81f3\u3063\u305f\u5272\u5408\u306f\u308f\u305a\u304b16%\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306bMIT NANDA\u306e\u300cThe GenAI Divide: State of AI in Business 2025\u300d\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u751f\u6210AI\u306e\u30d1\u30a4\u30ed\u30c3\u30c8\u904b\u7528\u306e95%\u304c\u640d\u76ca\u8a08\u7b97\u66f8\u306b\u6e2c\u5b9a\u53ef\u80fd\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3089\u308c\u3066\u3044\u306a\u3044\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6295\u8cc7\u984d\u306f\u6025\u62e1\u5927\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001ROI\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u7d44\u7e54\u80fd\u529b\u304c\u8ffd\u3044\u3064\u3044\u3066\u3044\u306a\u3044\u72b6\u6cc1\u3067\u3059\u3002\u77ed\u671f\u7684\u306aROI\u5727\u529b\u3068\u9577\u671f\u7684\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u76ee\u6a19\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3069\u3046\u53d6\u308b\u304b\u304c\u3001\u591a\u304f\u306e\u4f01\u696d\u306b\u5171\u901a\u3059\u308b\u8ab2\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u6bb5\u968e\u3067\u300c\u6210\u529f\u300d\u3068\u5224\u65ad\u3059\u308b\u57fa\u6e96\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u3001\u6bb5\u968e\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u8a2d\u8a08\u3092\u6301\u3064\u3053\u3068\u304c\u3001\u6295\u8cc7\u3068ROI\u6210\u719f\u5ea6\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u9375\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.ibm.com\/jp-ja\/think\/insights\/ai-roi\" rel=\"nofollow\">IBM\u300c2026\u5e74\u306bAI\u306eROI\u3092\u6700\u5927\u5316\u3059\u308b\u65b9\u6cd5\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u6280\u8853\u7684\u8ca0\u50b5\u306f\u4f9d\u7136\u3068\u3057\u3066\u554f\u984c<\/h3>\n\n\n\n<p>\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306b\u8d77\u56e0\u3059\u308b\u6280\u8853\u7684\u8ca0\u50b5\u304c\u3001AI\u7d71\u5408\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u5236\u9650\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068AI\u306e\u9023\u643a\u306b\u306f\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u5909\u63db\u3084API\u8a2d\u8a08\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u4e88\u60f3\u4ee5\u4e0a\u306e\u5de5\u6570\u3068\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>IBM\u306e\u7814\u7a76\u3067\u306f\u3001\u6280\u8853\u7684\u8ca0\u50b5\u3092\u89e3\u6d88\u3059\u308b\u3053\u3068\u3067AI ROI\u3092\u6700\u592729%\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6280\u8853\u7684\u8ca0\u50b5\u306f\u4e00\u5ea6\u306b\u89e3\u6d88\u3067\u304d\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001AI\u5c0e\u5165\u8a08\u753b\u3068\u4e26\u884c\u3057\u3066\u6bb5\u968e\u7684\u306b\u53d6\u308a\u7d44\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u904b\u7528\u30b3\u30b9\u30c8\u306e\u4e2d\u306b\u6280\u8853\u7684\u8ca0\u50b5\u306e\u89e3\u6d88\u8cbb\u7528\u3092\u7e54\u308a\u8fbc\u3093\u3060ROI\u8a2d\u8a08\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u6295\u8cc7\u306eROI\u8a08\u7b97\u3067\u306f\u3001\u6280\u8853\u7684\u8ca0\u50b5\u306e\u89e3\u6d88\u30b3\u30b9\u30c8\u3092\u300c\u96a0\u308c\u305f\u6295\u8cc7\u300d\u3068\u3057\u3066\u660e\u793a\u7684\u306b\u542b\u3081\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u6295\u8cc7\u5224\u65ad\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.ibm.com\/jp-ja\/think\/insights\/ai-roi\" rel=\"nofollow\">IBM\u300c2026\u5e74\u306bAI\u306eROI\u3092\u6700\u5927\u5316\u3059\u308b\u65b9\u6cd5\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">ROI\u7b97\u51fa\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u9593\u9055\u3044<\/h2>\n\n\n\n<p>AI\u5c0e\u5165\u306eROI\u306e\u7b97\u51fa\u306b\u304a\u3044\u3066\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u9665\u308a\u304c\u3061\u306a\u9593\u9055\u3044\u306f<mark><strong>\u4e0d\u78ba\u5b9f\u6027\u306e\u8efd\u8996\u3001\u5358\u4e00\u6642\u70b9\u3067\u306e\u8a55\u4fa1\u3001\u500b\u5225\u6700\u9069\u306e3\u3064<\/strong><\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>PwC\u306e\u5206\u6790\u306b\u3088\u308c\u3070\u3001AI\u6295\u8cc7\u306eROI\u8a08\u7b97\u3067\u4f01\u696d\u304c\u72af\u3057\u304c\u3061\u306a\u69cb\u9020\u7684\u306a\u8aa4\u308a\u306f\u3001\u5229\u76ca\u306b\u4ed8\u968f\u3059\u308b\u4e0d\u78ba\u5b9f\u6027\u306e\u8003\u616e\u4e0d\u8db3\u3001\u7279\u5b9a\u6642\u70b9\u3067\u306eROI\u7b97\u51fa\u3001\u5404AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u500b\u5225\u8a55\u4fa1\u306e3\u70b9\u306b\u96c6\u7d04\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u9593\u9055\u3044\u3092\u8a8d\u8b58\u3057\u3001\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u304c\u6b63\u78ba\u306aROI\u8a55\u4fa1\u306e\u524d\u63d0\u6761\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5229\u76ca\u306b\u4ed8\u968f\u3059\u308b\u4e0d\u78ba\u5b9f\u6027\u306e\u8003\u616e\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u7279\u5b9a\u306e\u6642\u70b9\u3067\u306eROI\u3092\u7b97\u51fa\u3057\u3066\u3057\u307e\u3046<\/li>\n\n\n\n<li>\u5404AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u500b\u5225\u306b\u6271\u3063\u3066\u3057\u307e\u3046<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u5229\u76ca\u306b\u4ed8\u968f\u3059\u308b\u4e0d\u78ba\u5b9f\u6027\u306e\u8003\u616e\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p>AI\u6295\u8cc7\u306eROI\u8a08\u7b97\u3067\u306f\u3001<mark><strong>\u5229\u76ca\u4e88\u6e2c\u306b\u4f34\u3046\u4e0d\u78ba\u5b9f\u6027\u3092\u78ba\u7387\u7684\u306b\u8a55\u4fa1\u3059\u308b<\/strong><\/mark>\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306f100%\u3067\u306f\u306a\u304f\u3001\u672c\u756a\u74b0\u5883\u3067\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u74b0\u5883\u3088\u308a\u3082\u591a\u304f\u306e\u4e0d\u78ba\u5b9a\u8981\u7d20\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u9867\u5ba2\u30af\u30ec\u30fc\u30e0\u306e\u91cd\u8981\u5ea6\u3092\u4e88\u6e2c\u3059\u308bAI\u306e\u5834\u5408\u3001\u30a8\u30e9\u30fc\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u8aa4\u5206\u985e\u306b\u3088\u3063\u3066\u751f\u3058\u308b\u30b3\u30b9\u30c8\u306e\u632f\u308c\u5e45\u307e\u3067\u898b\u7a4d\u3082\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4eba\u9593\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u3057\u3066AI\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3068\u6bd4\u8f03\u3057\u3001\u672c\u756a\u74b0\u5883\u3067\u306e\u7cbe\u5ea6\u4f4e\u4e0b\u30ea\u30b9\u30af\u3082\u7e54\u308a\u8fbc\u3093\u3060\u3046\u3048\u3067\u3001\u5229\u76ca\u4e88\u6e2c\u306b\u5e45\u3092\u6301\u305f\u305b\u305f\u78ba\u7387\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3067ROI\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001ROI\u8a08\u7b97\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u4f01\u696d\u304c\u63c3\u3048\u3066\u3044\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u30c7\u30fc\u30bf\u53d6\u5f97\u30d7\u30ed\u30bb\u30b9\u304c\u5b58\u5728\u3057\u306a\u3044\u30b1\u30fc\u30b9\u3082\u591a\u304f\u898b\u3089\u308c\u307e\u3059\u3002ROI\u8a2d\u8a08\u306e\u521d\u671f\u6bb5\u968e\u3067\u300c\u4f55\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u304b\u300d\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u52b9\u679c\u6e2c\u5b9a\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.pwc.com\/jp\/ja\/knowledge\/column\/dataanalytics\/artificial-intelligence-roi.html\" rel=\"nofollow\">PwC Japan\u30b0\u30eb\u30fc\u30d7\u300cAI\u306eROI\u306b\u95a2\u3059\u308b\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u306f\u5bb9\u6613\u3067\u306f\u306a\u3044\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u7279\u5b9a\u306e\u6642\u70b9\u3067\u306eROI\u3092\u7b97\u51fa\u3057\u3066\u3057\u307e\u3046<\/h3>\n\n\n\n<p>AI\u6295\u8cc7\u306e\u52b9\u679c\u306f\u6642\u9593\u5dee\u3067\u73fe\u308c\u308b\u305f\u3081\u3001<mark><strong>\u5358\u4e00\u6642\u70b9\u3067\u306eROI\u7b97\u51fa\u306f\u8aa4\u3063\u305f\u6295\u8cc7\u5224\u65ad<\/strong><\/mark>\u3092\u62db\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306eAI\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5909\u5316\u3084\u74b0\u5883\u306e\u5909\u52d5\u306b\u3088\u3063\u3066\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5c0e\u5165\u304b\u3089\u6570\u30f6\u6708\u5f8c\u306e\u4e00\u6642\u70b9\u3060\u3051\u3067ROI\u3092\u8a08\u7b97\u3059\u308b\u3068\u3001\u305d\u306e\u5f8c\u306e\u4fa1\u5024\u6e1b\u8870\u3092\u898b\u843d\u3068\u3057\u3001\u3059\u3067\u306b\u5f97\u3089\u308c\u305f\u5229\u76ca\u3092\u98df\u3044\u3064\u3076\u3059\u30ea\u30b9\u30af\u3092\u904e\u5c0f\u8a55\u4fa1\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002AI\u306e\u9577\u671f\u7684\u306a\u4fa1\u5024\u3092\u7dad\u6301\u3059\u308b\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u3068\u3044\u3063\u305f\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u3082\u8a08\u753b\u306b\u542b\u3081\u3001\u7d99\u7d9a\u7684\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>ROI\u306f\u300c\u4e00\u5ea6\u8a08\u7b97\u3057\u3066\u7d42\u308f\u308a\u300d\u3067\u306f\u306a\u304f\u3001\u6708\u6b21\u3084\u56db\u534a\u671f\u3054\u3068\u306b\u63a8\u79fb\u3092\u8a18\u9332\u3057\u3001\u6295\u8cc7\u5224\u65ad\u30b5\u30a4\u30af\u30eb\u306b\u7d44\u307f\u8fbc\u3080\u8a2d\u8a08\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.pwc.com\/jp\/ja\/knowledge\/column\/dataanalytics\/artificial-intelligence-roi.html\" rel=\"nofollow\">PwC Japan\u30b0\u30eb\u30fc\u30d7\u300cAI\u306eROI\u306b\u95a2\u3059\u308b\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u306f\u5bb9\u6613\u3067\u306f\u306a\u3044\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" 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href=\"https:\/\/www.pwc.com\/jp\/ja\/knowledge\/column\/dataanalytics\/artificial-intelligence-roi.html\" rel=\"nofollow\">PwC Japan\u30b0\u30eb\u30fc\u30d7\u300cAI\u306eROI\u306b\u95a2\u3059\u308b\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u306f\u5bb9\u6613\u3067\u306f\u306a\u3044\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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class=\"wp-block-heading\" id=\"i-14\">AI\u5c0e\u5165\u306eROI\u306e\u8a08\u7b97\u5f0f\u3068\u7b97\u51fa\u65b9\u6cd5<\/h2>\n\n\n\n<p>AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u306e\u57fa\u672c\u8a08\u7b97\u5f0f\u306f\u3001<mark><strong>\u300c\uff08\u5229\u76ca\u5411\u4e0a\u984d\uff0b\u30b3\u30b9\u30c8\u524a\u6e1b\u984d\uff09\u00f7 \u6295\u8cc7\u7dcf\u984d \u00d7 100%\u300d<\/strong><\/mark>\u3067\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u7279\u6709\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u3068\u52b9\u679c\u5206\u985e\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u8a08\u7b97\u5f0f\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u304c\u3001\u6b63\u78ba\u306aROI\u7b97\u51fa\u306e\u524d\u63d0\u3067\u3059\u3002\u5f93\u6765\u306eIT\u6295\u8cc7\u3068\u306f\u7570\u306a\u308bAI\u56fa\u6709\u306e\u8981\u7d20\u3092\u898b\u843d\u3068\u3059\u3068\u3001ROI\u306e\u904e\u5927\u8a55\u4fa1\u3084\u904e\u5c0f\u8a55\u4fa1\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f93\u6765\u306eIT\u6295\u8cc7\u3068\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/li>\n\n\n\n<li>\u30b3\u30b9\u30c8\uff1a\u898b\u843d\u3068\u3057\u304c\u3061\u306a5\u9805\u76ee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">\u5f93\u6765\u306eIT\u6295\u8cc7\u3068\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/h3>\n\n\n\n<p>AI\u6295\u8cc7\u306b\u306f\u3001<mark><strong>\u30c7\u30fc\u30bf\u6574\u5099\u30b3\u30b9\u30c8\u30fb\u5b66\u7fd2\u30b3\u30b9\u30c8\u30fb\u904b\u7528\u7d99\u7d9a\u30b3\u30b9\u30c8<\/strong><\/mark>\u3068\u3044\u3046\u5f93\u6765\u306eIT\u6295\u8cc7\u306b\u306f\u306a\u3044\u7279\u6709\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306eIT\u6295\u8cc7\u3067\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5c0e\u5165\u8cbb\u7528\u3068\u4fdd\u5b88\u8cbb\u7528\u304c\u4e3b\u306a\u30b3\u30b9\u30c8\u9805\u76ee\u3067\u3042\u308a\u3001\u5c0e\u5165\u5f8c\u306e\u8ffd\u52a0\u30b3\u30b9\u30c8\u306f\u6bd4\u8f03\u7684\u4e88\u6e2c\u3057\u3084\u3059\u3044\u69cb\u9020\u3067\u3057\u305f\u3002AI\u6295\u8cc7\u306e\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u30fb\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u591a\u5927\u306a\u5de5\u6570\u304c\u304b\u304b\u308b\u307b\u304b\u3001\u5c0e\u5165\u5f8c\u3082\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u7dad\u6301\u306b\u7d99\u7d9a\u7684\u306a\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001AI\u6d3b\u7528\u306e\u52b9\u679c\u306f\u5c0e\u5165\u76f4\u5f8c\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u84c4\u7a4d\u3068\u30e2\u30c7\u30eb\u306e\u6539\u5584\u304c\u9032\u3093\u3060\u6bb5\u968e\u3067\u672c\u683c\u7684\u306b\u767a\u73fe\u3059\u308b\u305f\u3081\u3001\u52b9\u679c\u306e\u6642\u9593\u5dee\u3092\u8a08\u7b97\u5f0f\u306b\u7e54\u308a\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u306e\u9055\u3044\u3092\u8a8d\u8b58\u305b\u305a\u306b\u5f93\u6765\u306eROI\u8a08\u7b97\u5f0f\u3092\u305d\u306e\u307e\u307e\u9069\u7528\u3059\u308b\u3068\u3001\u6295\u8cc7\u5224\u65ad\u3092\u8aa4\u308b\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002AI ROI\u306e\u8a08\u7b97\u5f0f\u306f\u3001AI\u56fa\u6709\u306e\u30b3\u30b9\u30c8\u9805\u76ee\u3068\u52b9\u679c\u306e\u6642\u9593\u5dee\u3092\u53cd\u6620\u3057\u305f\u5f62\u3067\u518d\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u898b\u843d\u3068\u3057\u304c\u3061\u306a\u30b3\u30b9\u30c85\u9805\u76ee<\/h3>\n\n\n\n<p>AI\u6295\u8cc7\u306e\u30b3\u30b9\u30c8\u306f\u3001\u4ee5\u4e0b\u306e5\u9805\u76ee\u3092\u6f0f\u308c\u306a\u304f\u8a08\u4e0a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u521d\u671f\u5c0e\u5165\u8cbb\u7528\uff1aAI\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u30fb\u958b\u767a\u8cbb\u7528\u3001\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306e\u305f\u3081\u306e\u958b\u767a\u8cbb\u7528\u3001PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306e\u5b9f\u65bd\u8cbb\u7528<\/li>\n\n\n\n<li>\u904b\u7528\u30fb\u4fdd\u5b88\u8cbb\u7528\uff1a\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u8cbb\u7528\u3001API\u306e\u5229\u7528\u6599\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u7dad\u6301\u8cbb\u7528\u3001\u76e3\u8996\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u4eba\u4ef6\u8cbb<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u6574\u5099\u8cbb\u7528\uff1a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u30fb\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304b\u304b\u308b\u5de5\u6570\u3068\u5916\u6ce8\u8cbb\u7528\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u7bc9\u8cbb\u7528<\/li>\n\n\n\n<li>\u6559\u80b2\u30fb\u7814\u4fee\u8cbb\u7528\uff1aAI\u6d3b\u7528\u306b\u95a2\u3059\u308b\u793e\u5185\u7814\u4fee\u306e\u5b9f\u65bd\u8cbb\u7528\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3084\u30c7\u30fc\u30bf\u30ea\u30c6\u30e9\u30b7\u30fc\u5411\u4e0a\u306e\u305f\u3081\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u8cbb\u7528<\/li>\n\n\n\n<li>\u6a5f\u4f1a\u30b3\u30b9\u30c8\uff1aAI\u5c0e\u5165\u306b\u4eba\u6750\u3092\u5272\u304f\u3053\u3068\u3067\u65e2\u5b58\u696d\u52d9\u306b\u751f\u3058\u308b\u9045\u5ef6\u3084\u3001\u4ee3\u66ff\u624b\u6bb5\u3092\u9078\u3093\u3060\u5834\u5408\u306b\u5f97\u3089\u308c\u305f\u3067\u3042\u308d\u3046\u5229\u76ca<\/li>\n<\/ol>\n\n\n\n<p>\u7279\u306b\u30c7\u30fc\u30bf\u6574\u5099\u8cbb\u7528\u3068\u6a5f\u4f1a\u30b3\u30b9\u30c8\u306f\u898b\u7a4d\u3082\u308a\u304b\u3089\u6f0f\u308c\u3084\u3059\u3044\u9805\u76ee\u3067\u3059\u3002\u3053\u308c\u30895\u9805\u76ee\u3092\u7db2\u7f85\u7684\u306b\u8a08\u4e0a\u3057\u305f\u3046\u3048\u3067\u8a08\u7b97\u5f0f\u306b\u5f53\u3066\u306f\u3081\u308b\u3053\u3068\u304c\u3001AI\u306eROI\u306e\u7b97\u51fa\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-17\">AI\u5c0e\u5165\u306eROI\u6e2c\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n\n\n<p>AI\u5c0e\u5165\u306eROI\u306e\u52b9\u679c\u6e2c\u5b9a\u3092\u5b9f\u52d9\u3067\u56de\u3059\u306b\u306f\u3001<mark><strong>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u8a08\u6e2c\u304b\u3089KPI\u8a2d\u8a08\u3001Before\/After\u8a18\u9332\u307e\u3067\u306e\u4f53\u7cfb\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong><\/mark>\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8a08\u7b97\u5f0f\u3092\u77e5\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u3001ROI\u306f\u6e2c\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u307f\u3001\u7d99\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3059\u308b\u4f53\u5236\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3001ROI\u3092\u300c\u898b\u3048\u308b\u5316\u300d\u3059\u308b\u552f\u4e00\u306e\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u8a08\u6e2c\uff08\u5c0e\u5165\u524d\u306e\u73fe\u72b6\u628a\u63e1\uff09<\/li>\n\n\n\n<li>KPI\u30923\u968e\u5c64\u3067\u8a2d\u8a08<\/li>\n\n\n\n<li>Before\/After\u3092\u6708\u6b21\u3067\u8a18\u9332<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\">\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u8a08\u6e2c\uff08\u5c0e\u5165\u524d\u306e\u73fe\u72b6\u628a\u63e1\uff09<\/h3>\n\n\n\n<p>AI\u5c0e\u5165\u6642\u306eROI\u306e\u52b9\u679c\u6e2c\u5b9a\u306f\u3001<mark><strong>\u5c0e\u5165\u524d\u306e\u73fe\u72b6\u6570\u5024\u3092\u6b63\u78ba\u306b\u8a18\u9332\u3059\u308b<\/strong><\/mark>\u3053\u3068\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u306f\u3001AI\u5c0e\u5165\u524d\u306e\u696d\u52d9\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9a\u91cf\u7684\u306b\u8a18\u9332\u3057\u305f\u30c7\u30fc\u30bf\u3067\u3059\u3002\u6e2c\u5b9a\u3059\u3079\u304d\u9805\u76ee\u306b\u306f\u3001\u5bfe\u8c61\u696d\u52d9\u306b\u304b\u304b\u308b\u5de5\u6570\uff08\u6642\u9593\uff09\u3001\u51e6\u7406\u4ef6\u6570\u3001\u30a8\u30e9\u30fc\u7387\u3001\u51e6\u7406\u6642\u9593\u3001\u5916\u90e8\u59d4\u8a17\u30b3\u30b9\u30c8\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u304c\u5b58\u5728\u3057\u306a\u3051\u308c\u3070\u3001AI\u5c0e\u5165\u5f8c\u306e\u52b9\u679c\u3092\u300cBefore\/After\u300d\u3067\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305a\u3001ROI\u306e\u7b97\u51fa\u81ea\u4f53\u304c\u4e0d\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306e\u8a18\u9332\u306f\u5b8c\u74a7\u3092\u76ee\u6307\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305a\u6e2c\u5b9a\u53ef\u80fd\u306a\u9805\u76ee\u304b\u3089\u8a18\u9332\u3092\u958b\u59cb\u3057\u3001\u6bb5\u968e\u7684\u306b\u6e2c\u5b9a\u7bc4\u56f2\u3092\u5e83\u3052\u3066\u3044\u304f\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">KPI\u30923\u968e\u5c64\u3067\u8a2d\u8a08<\/h3>\n\n\n\n<p>AI\u306b\u304a\u3051\u308bROI\u306eKPI\u306f\u3001<mark><strong>\u696d\u52d9KPI\u30fb\u8ca1\u52d9KPI\u30fb\u6226\u7565KPI\u306e3\u968e\u5c64<\/strong><\/mark>\u3067\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u696d\u52d9KPI\u306f\u5de5\u6570\u524a\u6e1b\u7387\u3084\u30a8\u30e9\u30fc\u7387\u306e\u4f4e\u4e0b\u3068\u3044\u3063\u305f\u73fe\u5834\u30ec\u30d9\u30eb\u306e\u6307\u6a19\u3001\u8ca1\u52d9KPI\u306f\u30b3\u30b9\u30c8\u524a\u6e1b\u984d\u3084\u58f2\u4e0a\u5897\u52a0\u984d\u3068\u3044\u3063\u305f\u7d4c\u55b6\u6307\u6a19\u3001\u6226\u7565KPI\u306f\u7af6\u4e89\u529b\u5411\u4e0a\u3084\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u5275\u51fa\u5ea6\u3068\u3044\u3063\u305f\u4e2d\u9577\u671f\u7684\u306a\u7d4c\u55b6\u6210\u679c\u3092\u6e2c\u5b9a\u3059\u308b\u6307\u6a19\u3067\u3059\u30023\u968e\u5c64\u3067\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u5834\u306e\u62c5\u5f53\u8005\u304b\u3089\u7d4c\u55b6\u5c64\u307e\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u95a2\u5fc3\u306b\u5fdc\u3058\u305f\u52b9\u679c\u6e2c\u5b9a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>KPI\u306e\u8a2d\u8a08\u6bb5\u968e\u3067\u300c\u8ab0\u306b\u3001\u4f55\u3092\u3001\u3069\u306e\u983b\u5ea6\u3067\u5831\u544a\u3059\u308b\u304b\u300d\u3092\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u52b9\u679c\u6e2c\u5b9a\u3092\u5f62\u9ab8\u5316\u3055\u305b\u306a\u3044\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">Before\/After\u3092\u6708\u6b21\u3067\u8a18\u9332<\/h3>\n\n\n\n<p>AI\u5c0e\u5165\u306e\u52b9\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u306b\u306f\u3001<mark><strong>Before\/After\u306e\u30c7\u30fc\u30bf\u3092\u6708\u6b21\u3067\u84c4\u7a4d<\/strong><\/mark>\u3057\u3001ROI\u306e\u63a8\u79fb\u3092\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3059\u308b\u4ed5\u7d44\u307f\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6708\u6b21\u8a18\u9332\u306e\u5bfe\u8c61\u306b\u306f\u30013\u968e\u5c64\u306eKPI\u6570\u5024\u306b\u52a0\u3048\u3066\u3001AI\u30c4\u30fc\u30eb\u306e\u5229\u7528\u7387\u30c7\u30fc\u30bf\u3082\u542b\u3081\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u3067\u3059\u3002\u5229\u7528\u7387\u304c\u4f4e\u3044\u5834\u5408\u3001AI\u81ea\u4f53\u306e\u6027\u80fd\u306b\u554f\u984c\u304c\u306a\u304f\u3066\u3082\u3001\u904b\u7528\u5b9a\u7740\u306e\u8ab2\u984c\u306b\u3088\u3063\u3066ROI\u304c\u4f4e\u304f\u898b\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\u5229\u7528\u7387\u3068ROI\u306e\u76f8\u95a2\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3001\u300cAI\u306e\u6027\u80fd\u306e\u554f\u984c\u304b\u3001\u904b\u7528\u5b9a\u7740\u306e\u554f\u984c\u304b\u300d\u3092\u5207\u308a\u5206\u3051\u305f\u6539\u5584\u7b56\u3092\u8b1b\u3058\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6708\u6b21\u30c7\u30fc\u30bf\u306e\u84c4\u7a4d\u306f\u3001\u56db\u534a\u671f\u3054\u3068\u306e\u6295\u8cc7\u5224\u65ad\u30b5\u30a4\u30af\u30eb\u306bROI\u306e\u5b9f\u7e3e\u5024\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306e\u57fa\u76e4\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u6295\u8cc7\u5224\u65ad\u3092\u7d44\u7e54\u306b\u6839\u4ed8\u304b\u305b\u308b\u7b2c\u4e00\u6b69\u3068\u3057\u3066\u3001\u307e\u305a\u8a18\u9332\u306e\u4ed5\u7d44\u307f\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-21\">AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u6226\u7565<\/h2>\n\n\n\n<p>AI\u306eROI\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001<mark><strong>\u8a66\u9a13\u904b\u7528\u304b\u3089\u5b9f\u7a3c\u50cd\u3078\u306e\u6bb5\u968e\u7684\u62e1\u5927\u3068\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u4fdd<\/strong><\/mark>\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a66\u9a13\u904b\u7528\u304b\u3089\u5b9f\u7a3c\u50cd\u307e\u3067<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u4fdd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">\u8a66\u9a13\u904b\u7528\u304b\u3089\u5b9f\u7a3c\u50cd\u307e\u3067<\/h3>\n\n\n\n<p>AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001\u30d1\u30a4\u30ed\u30c3\u30c8\u3092<mark><strong>\u4e2d\u6838\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3078\u7d71\u5408\u3059\u308b\u5168\u793e\u5c55\u958b<\/strong><\/mark>\u3078\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u6226\u7565\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u6bb5\u968e\u3067\u306f\u9650\u5b9a\u7684\u306a\u696d\u52d9\u9818\u57df\u3067\u52b9\u679c\u3092\u691c\u8a3c\u3057\u3001\u6210\u529f\u57fa\u6e96\u3092\u6e80\u305f\u3057\u305f\u5834\u5408\u306b\u5bfe\u8c61\u696d\u52d9\u3092\u62e1\u5927\u3057\u3066\u3044\u304f\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>1\u56de\u9650\u308a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066AI\u3092\u5c0e\u5165\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306e\u4e2d\u6838\u306bAI\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u52b9\u679c\u304c\u6301\u7d9a\u7684\u306b\u767a\u63ee\u3055\u308c\u308b\u69cb\u9020\u3092\u4f5c\u308a\u307e\u3059\u3002\u5168\u793e\u5c55\u958b\u306b\u969b\u3057\u3066\u306f\u3001\u90e8\u9580\u3054\u3068\u306e\u696d\u52d9\u7279\u6027\u306b\u5fdc\u3058\u305fKPI\u3092\u8a2d\u5b9a\u3057\u3001\u5404\u90e8\u9580\u306e\u6210\u679c\u3092\u6a2a\u65ad\u7684\u306b\u6bd4\u8f03\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u306e\u6210\u529f\u4f53\u9a13\u3092\u793e\u5185\u306b\u5171\u6709\u3057\u3001\u4ed6\u90e8\u9580\u3078\u306e\u6a2a\u5c55\u958b\u3092\u4fc3\u9032\u3059\u308b\u300c\u6210\u529f\u306e\u9023\u9396\u300d\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u3001ROI\u6700\u5927\u5316\u306e\u5b9f\u8df5\u7684\u306a\u6226\u7565\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-23\">\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u78ba\u4fdd<\/h3>\n\n\n\n<p>AI\u5c0e\u5165\u306b\u304a\u3051\u308bROI\u306e\u6301\u7d9a\u7684\u306a\u5411\u4e0a\u306b\u306f\u3001<mark><strong>\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u7dad\u6301\u30fb\u6539\u5584\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u4f53\u5236<\/strong><\/mark>\u306e\u69cb\u7bc9\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u300cGarbage In, Garbage Out\uff08\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u30b4\u30df\u304c\u51fa\u308b\uff09\u300d\u3068\u3044\u3046\u539f\u5247\u306f\u3001AI\u306b\u304a\u3044\u3066\u7279\u306b\u9855\u8457\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u5316\u3001\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u6392\u9664\u3001\u6b20\u640d\u5024\u306e\u88dc\u5b8c\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u306e\u5de5\u7a0b\u3092\u7701\u7565\u3059\u308b\u3068\u3001AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3057\u3001ROI\u306e\u60aa\u5316\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u7dad\u6301\u306b\u306f\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u304c\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3059\u308b\u305f\u3081\u3001ROI\u8a2d\u8a08\u306e\u6bb5\u968e\u3067\u3053\u306e\u30b3\u30b9\u30c8\u3092\u904b\u7528\u8cbb\u7528\u3068\u3057\u3066\u7e54\u308a\u8fbc\u3093\u3067\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u54c1\u8cea\u3078\u306e\u6295\u8cc7\u306f\u3001AI ROI\u306e\u300c\u5206\u6bcd\u300d\u3092\u5897\u3084\u3059\u306e\u3067\u306f\u306a\u304f\u300c\u5206\u5b50\u300d\u3092\u78ba\u5b9f\u306b\u5927\u304d\u304f\u3059\u308b\u305f\u3081\u306e\u6295\u8cc7\u3067\u3042\u308a\u3001\u9577\u671f\u7684\u306aROI\u5411\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u6226\u7565\u7684\u306a\u53d6\u308a\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<p><b>AI\u306eROI\u306e\u6700\u5927\u5316\u3092\u5b9f\u73fe\u3059\u308b\u306a\u3089\u300cJAPAN AI AGENT\u300d<\/b><\/p>\n\n\n\n<p>\u4f01\u696d\u304cAI\u6295\u8cc7\u306e\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3078\u306eAI\u7d71\u5408\u3068\u904b\u7528\u5b9a\u7740\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<a href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\">JAPAN AI AGENT<\/a>\u306f\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c\u3059\u308b\u300cAI\u793e\u54e1\u300d\u3092\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u4f5c\u6210\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u793e\u5185\u6587\u66f8\u306e\u6a2a\u65ad\u691c\u7d22\u3084\u30c7\u30fc\u30bf\u96c6\u8a08\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u9023\u643a\u306b\u3088\u308b\u5b9a\u578b\u696d\u52d9\u306e\u81ea\u52d5\u5316\u307e\u3067\u3001\u696d\u52d9\u52b9\u7387\u5316\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u5305\u62ec\u7684\u306b\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u5c0e\u5165\u304b\u3089\u904b\u7528\u5b9a\u7740\u307e\u3067\u4f34\u8d70\u3059\u308b\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u3088\u308b\u5229\u7528\u7387\u3084\u524a\u6e1b\u6642\u9593\u306e\u53ef\u8996\u5316\u306b\u3088\u308a\u3001AI\u6295\u8cc7\u306e\u52b9\u679c\u3092\u78ba\u5b9f\u306bROI\u3068\u3057\u3066\u53ef\u8996\u5316\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<section><a class=\"cta_ai_agent cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div><div class=\"cta_inner\"><div class=\"cta_inner_top\"><p class=\"sub_top_p\">\n                    \u65e5\u672c\u4f01\u696d\u306e\u305f\u3081\u306e<br>\u6700\u3082\u5b9f\u7528\u7684\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\uff01 \n                <\/p><p class=\"sub_bot_p\">\n                    AI\u304c\u4f01\u696d\u306e\u69d8\u3005\u306a\u8077\u7a2e\u306e<br class=\"sp_br\">\u65b9\u3005\u304c<br class=\"pc_br\">\n                    \u666e\u6bb5\u884c\u3063\u3066\u3044\u308b<br class=\"sp_br\"><span>\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684<\/span>\u306b<span>\u5b9f\u884c<\/span><\/p><\/div><div class=\"cta_inner_bot\"><div class=\"cta_txtbox\"><h4 id=\"i-24\">\n                        JAPAN AI AGENT\n                    <\/h4><div class=\"txt_cols\"><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u5b9f\u7528\u6027\u306e\u9ad8\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u3092\u63d0\u4f9b\n                            <\/p><\/div><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u7121\u6599\u306e\u4f34\u8d70\u30b5\u30dd\u30fc\u30c8\n                            <\/p><\/div><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u9ad8\u3044\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\n                            <\/p><\/div><div class=\"txt_itm\"><div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u76ee\u6a19\u8a2d\u5b9a\u3092\u3060\u3051\u3067\u81ea\u5f8b\u7684\u306bAI\u304c\u5404\u30bf\u30b9\u30af\u3092\u5b9f\u884c\n                            <\/p><\/div><\/div><\/div><div class=\"ming\"><div class=\"monitor_div\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_monitor.png\"><\/div><div class=\"video_div\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/s150PLLnReU?si=hF7JSkRTonZq-Wcl&amp;controls=0&amp;autoplay=1&amp;mute=1\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div><\/div><\/div><\/div><div class=\"bottom_box gr_color\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"22\" height=\"17\" viewBox=\"0 0 22 17\" fill=\"none\"><g clip-path=\"url(#clip0_32_86)\"><path d=\"M14.9286 2.7157L21.2143 9.1189L14.9286 15.5205M0.785767 9.1205H21.2143\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_86\"><rect width=\"22\" height=\"16\" fill=\"white\" transform=\"translate(0 0.320557)\" \/><\/clipPath><\/defs><\/svg><\/div><\/a><\/section>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-25\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068ROI<\/h2>\n\n\n\n<p>2026\u5e74\u306eAI\u6295\u8cc7\u30c8\u30ec\u30f3\u30c9\u3068\u3057\u3066\u3001<mark><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304cROI\u6700\u5927\u5316\u306e\u65b0\u305f\u306a\u63a8\u9032\u529b<\/strong><\/mark>\u3068\u3057\u3066\u6025\u6d6e\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306f\u3001\u8a2d\u5b9a\u3055\u308c\u305f\u76ee\u6a19\u306b\u5bfe\u3057\u3066\u81ea\u5f8b\u7684\u306b\u8a08\u753b\u30fb\u5224\u65ad\u30fb\u5b9f\u884c\u3059\u308bAI\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u5f93\u6765\u306e\u751f\u6210AI\u304c\u300c\u8cea\u554f\u306b\u56de\u7b54\u3059\u308b\u300d\u53d7\u52d5\u7684\u306a\u5f79\u5272\u306b\u3068\u3069\u307e\u3063\u3066\u3044\u305f\u306e\u306b\u5bfe\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u8907\u6570\u306e\u30bf\u30b9\u30af\u3092\u9023\u7d9a\u7684\u306b\u51e6\u7406\u3057\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u81ea\u52d5\u5316\u3059\u308b\u80fd\u529b\u3092\u6301\u3061\u307e\u3059\u3002\u3053\u306e\u7279\u6027\u304cROI\u6700\u5927\u5316\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u4f01\u696d\u306eAI\u6295\u8cc7\u306e\u91cd\u5fc3\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9818\u57df\u3078\u79fb\u884c\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6295\u8cc7\u306e\u73fe\u72b6<\/li>\n\n\n\n<li>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eROI\u6e2c\u5b9a\u306e\u8003\u3048\u65b9<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6295\u8cc7\u306e\u73fe\u72b6<\/h3>\n\n\n\n<p>BCG\u306e\u8abf\u67fb\u306b\u3088\u308c\u3070\u3001<mark><strong>2026\u5e74\u306eAI\u6295\u8cc7\u306e30%\u4ee5\u4e0a\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5145\u3066\u3089\u308c\u308b<\/strong><\/mark>\u898b\u901a\u3057\u3067\u3059\u3002<\/p>\n\n\n\n<p>90%\u306eCEO\u304c\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f2026\u5e74\u306b\u5b9a\u91cf\u7684\u306a\u6210\u679c\u3092\u751f\u3080\u300d\u3068\u56de\u7b54\u3057\u3066\u304a\u308a\u3001\u7d4c\u55b6\u5c64\u306e\u671f\u5f85\u306f\u6975\u3081\u3066\u9ad8\u3044\u6c34\u6e96\u306b\u3042\u308a\u307e\u3059\u3002Gartner\u306e\u4e88\u6e2c\u3067\u306f\u3001\u30bf\u30b9\u30af\u7279\u5316\u578bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f01\u696d\u30a2\u30d7\u30ea\u642d\u8f09\u7387\u306f2025\u5e74\u306e5%\u672a\u6e80\u304b\u30892026\u5e74\u672b\u306b40%\u3078\u6025\u5897\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5c0e\u5165\u306f\u591a\u304f\u306e\u4f01\u696d\u3067\u307e\u3060\u521d\u671f\u6bb5\u968e\u306b\u3042\u308a\u3001\u671f\u5f85\u3068\u5b9f\u88c5\u306e\u9593\u306b\u306f\u4f9d\u7136\u3068\u3057\u3066\u5927\u304d\u306a\u30ae\u30e3\u30c3\u30d7\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/4301\/\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528\u4e8b\u4f8b12\u9078\uff01\u7528\u9014\u5225\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000035.000145445.html\" rel=\"nofollow\">BCG\u300cAI Radar 2026\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-08-26-gartner-predicts-40-percent-of-enterprise-apps-will-feature-task-specific-ai-agents-by-2026-up-from-less-than-5-percent-in-2025\" rel=\"nofollow\">Gartner\u300cGartner Predicts 40% of Enterprise Apps Will Feature Task-Specific AI Agents by 2026\u300d\uff082025\u5e748\u670826\u65e5\uff09<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-27\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eROI\u6e2c\u5b9a\u306e\u8003\u3048\u65b9<\/h3>\n\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eROI\u306f\u3001<mark><strong>\u30cf\u30fc\u30c9ROI\u30fb\u30bd\u30d5\u30c8ROI\u30fb\u30ea\u30b9\u30afROI\u306e3\u5c64\u3067\u4fbf\u76ca\u3092\u7a4d\u307f\u4e0a\u3052\u308b\u8a08\u7b97\u5f0f<\/strong><\/mark>\u3067\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u8a08\u7b97\u5f0f\u306f\u300c\u7d14\u4fbf\u76ca = \uff08\u30cf\u30fc\u30c9ROI\u984d \uff0b \u30bd\u30d5\u30c8ROI\u984d \uff0b \u30ea\u30b9\u30afROI\u984d\uff09 \u2212 \uff08AI\u306e\u5229\u7528\u6599 \uff0b AI\u306e\u76e3\u8996\u30b3\u30b9\u30c8\uff09\u300d\u3067\u3042\u308a\u3001ROI\uff08%\uff09\u306f\u300c\u7d14\u4fbf\u76ca \u00f7 \u521d\u671f\u6295\u8cc7\u984d \u00d7 100\u300d\u3067\u7b97\u51fa\u3057\u307e\u3059\u3002\u30cf\u30fc\u30c9ROI\u306f\u5916\u6ce8\u8cbb\u524a\u6e1b\u3084\u6b8b\u696d\u4ee3\u524a\u6e1b\u306a\u3069\u306e\u76f4\u63a5\u7684\u306a\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u30bd\u30d5\u30c8ROI\u306f\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u77ed\u7e2e\u3084\u9867\u5ba2\u5bfe\u5fdc\u306e\u5373\u6642\u5316\u306b\u3088\u308b\u58f2\u4e0a\u6a5f\u4f1a\u306e\u5275\u51fa\u3001\u30ea\u30b9\u30afROI\u306f\u5c5e\u4eba\u5316\u89e3\u6d88\u3084\u60c5\u5831\u6f0f\u6d29\u9632\u6b62\u306b\u3088\u308b\u30ea\u30b9\u30af\u56de\u907f\u52b9\u679c\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6a2a\u65ad\u3057\u3066\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u5358\u4e00\u696d\u52d9\u306e\u52b9\u7387\u5316\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u306e\u6700\u9069\u5316\u306b\u3088\u308b\u8907\u5408\u7684\u306a\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002ROI\u6e2c\u5b9a\u306b\u304a\u3044\u3066\u3082\u3001\u500b\u5225\u30bf\u30b9\u30af\u306e\u52b9\u679c\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u5168\u4f53\u3078\u306e\u6ce2\u53ca\u52b9\u679c\u3092\u542b\u3081\u305f\u8a55\u4fa1\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-28\">AI\u306eROI\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-29\">AI\u306b\u304a\u3051\u308bROI\u306e\u56de\u53ce\u671f\u9593\u306f\u3069\u306e\u304f\u3089\u3044\u304c\u76ee\u5b89\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>AI\u5c0e\u5165\u5f8c3\u301c6\u30f6\u6708\u3067\u521d\u671f\u52b9\u679c\u304c\u898b\u3048\u59cb\u3081\u30011\u5e74\u4ee5\u5185\u306b\u6295\u8cc7\u56de\u53ce\u3067\u304d\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u696d\u7a2e\u3084\u5c0e\u5165\u898f\u6a21\u3001\u30c7\u30fc\u30bf\u6574\u5099\u72b6\u6cc1\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u5b9a\u578b\u696d\u52d9\u306e\u81ea\u52d5\u5316\u306e\u3088\u3046\u306bHard ROI\u304c\u660e\u78ba\u306a\u9818\u57df\u304b\u3089\u7740\u624b\u3059\u308c\u3070\u3001\u6bd4\u8f03\u7684\u77ed\u671f\u9593\u3067\u52b9\u679c\u3092\u5b9f\u611f\u3067\u304d\u307e\u3059\u3002\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3067\u65e9\u671f\u306b\u52b9\u679c\u3092\u6570\u5024\u5316\u3057\u3001\u6bb5\u968e\u7684\u306b\u5bfe\u8c61\u696d\u52d9\u3092\u62e1\u5927\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u56de\u53ce\u671f\u9593\u3092\u77ed\u7e2e\u3059\u308b\u5b9f\u8df5\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-30\">AI\u306eROI\u304c\u6e2c\u5b9a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u307e\u305a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\uff08\u5c0e\u5165\u524d\u306e\u73fe\u72b6\u6570\u5024\uff09\u3092\u8a18\u9332\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u76f4\u63a5\u52b9\u679c\u3067\u3042\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u3084\u5de5\u6570\u524a\u6e1b\u304b\u3089\u6e2c\u5b9a\u3092\u958b\u59cb\u3057\u3001\u9593\u63a5\u52b9\u679c\u3067\u3042\u308b\u54c1\u8cea\u5411\u4e0a\u3084\u5f93\u696d\u54e1\u4f53\u9a13\u306f\u5b9a\u6027\u7684\u306a\u8a55\u4fa1\u6307\u6a19\u3067\u88dc\u5b8c\u3057\u307e\u3059\u3002KPI\u3092\u696d\u52d9\u30fb\u8ca1\u52d9\u30fb\u6226\u7565\u306e3\u968e\u5c64\u3067\u8a2d\u8a08\u3057\u3001\u6708\u6b21\u3067\u8a18\u9332\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6574\u3048\u308b\u3053\u3068\u3067\u3001\u6bb5\u968e\u7684\u306bROI\u306e\u53ef\u8996\u5316\u304c\u9032\u307f\u307e\u3059\u3002\u5b8c\u74a7\u306a\u6e2c\u5b9a\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u6e2c\u5b9a\u53ef\u80fd\u306a\u9805\u76ee\u304b\u3089\u59cb\u3081\u308b\u300d\u3053\u3068\u304c\u6700\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-31\">\u4e2d\u5c0f\u4f01\u696d\u3067\u3082AI\u306eROI\u306f\u7b97\u51fa\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u4e2d\u5c0f\u4f01\u696d\u306eAI\u5c0e\u5165\u7387\u306f\u63a8\u5b9a\u7d0412%\u306b\u3068\u3069\u307e\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u4f4e\u30b3\u30b9\u30c8\u306e\u751f\u6210AI\u30c4\u30fc\u30eb\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u5c11\u984d\u6295\u8cc7\u3067\u3082ROI\u3092\u51fa\u305b\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u30c7\u30fc\u30bf\u5165\u529b\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3068\u3044\u3063\u305f\u5b9a\u578b\u696d\u52d9\u304b\u3089\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u5de5\u6570\u524a\u6e1b\u52b9\u679c\u3092\u6570\u5024\u5316\u3059\u308b\u3053\u3068\u3067\u6295\u8cc7\u5224\u65ad\u306e\u6839\u62e0\u3092\u4f5c\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5927\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u304b\u3089\u59cb\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6708\u984d\u6570\u5343\u5186\u301c\u6570\u4e07\u5186\u306e\u30c4\u30fc\u30eb\u3067\u5c0f\u3055\u306a\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u3001\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u578b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u4e2d\u5c0f\u4f01\u696d\u306b\u304a\u3051\u308bAI\u306eROI\u7b97\u51fa\u5b9f\u73fe\u306e\u6700\u77ed\u30eb\u30fc\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000045.000153035.html\" rel=\"nofollow\">\u682a\u5f0f\u4f1a\u793eLeach\u300c\u4e2d\u5c0f\u4f01\u696dAI\u5c0e\u5165\u5b9f\u614b\u8abf\u67fb2026\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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Study\u300d\uff082026\u5e744\u6708\uff09<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\u5e74\u3001\u4e16\u754c\u306eAI\u6295\u8cc7\u984d\u306f\u524d\u5e74\u6bd447%\u5897\u306e\u7d042\u51466,000\u5104\u30c9\u30eb\u306b\u9054\u3059\u308b\u898b\u901a\u3057\u3067\u3042\u308a\u3001\u4f01\u696d\u304cAI\u306b\u6295\u3058\u308b\u8cc7\u91d1\u306f\u904e\u53bb\u306b\u985e\u3092\u898b\u306a\u3044\u898f\u6a21\u3078\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002BCG\u306e\u8abf\u67fb\u3067\u306f\u3001CEO\u306e\u7d0480%\u304cAI\u6295\u8cc7\u306eROI\u898b\u901a\u3057\u3092\u300c\u660e\u308b\u3044 &#8230; <\/p>\n","protected":false},"author":20,"featured_media":8269,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":{"0":"post-8170","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai","8":"entry"},"_links":{"self":[{"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts\/8170","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\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/comments?post=8170"}],"version-history":[{"count":4,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts\/8170\/revisions"}],"predecessor-version":[{"id":8664,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/posts\/8170\/revisions\/8664"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/media\/8269"}],"wp:attachment":[{"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/media?parent=8170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/categories?post=8170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/japan-ai.co.jp\/media\/wp-json\/wp\/v2\/tags?post=8170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}