{"id":21209,"date":"2025-10-28T04:59:24","date_gmt":"2025-10-28T04:59:24","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=21209"},"modified":"2025-10-28T04:59:24","modified_gmt":"2025-10-28T04:59:24","slug":"%e6%a5%ad%e5%8b%99%e6%94%b9%e5%96%84ai%e3%83%84%e3%83%bc%e3%83%ab%e3%82%92%e5%8d%8a%e5%b9%b4%e3%81%a71%e4%b8%87%e5%9b%9e%e5%88%a9%e7%94%a8%e3%81%be%e3%81%a7%e8%82%b2%e3%81%a6%e3%82%8b%e3%81%9f","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/21209\/","title":{"rendered":"\u696d\u52d9\u6539\u5584AI\u30c4\u30fc\u30eb\u3092\u534a\u5e74\u30671\u4e07\u56de\u5229\u7528\u307e\u3067\u80b2\u3066\u308b\u305f\u3081\u306b\u3084\u3063\u305f\u3053\u3068 &#8211; Sansan Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u3053\u3093\u306b\u3061\u306f\uff01Digitization\u90e8 &amp; Corps\u517c\u52d9\u306e\u837b\u91ce\u60a0\u4e00\u3067\u3059\u3002<br \/>\n\u3053\u306e\u534a\u5e74\u9593\u3001\u793e\u5185\u306e\u55b6\u696d\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306eAI\u30c4\u30fc\u30eb\u958b\u767a\u3092\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u305d\u306e\u7d4c\u9a13\u3092\u5171\u6709\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"\u5fd9\u3057\u3044\u4eba\u5411\u3051\u306e\u8981\u70b9\">\u5fd9\u3057\u3044\u4eba\u5411\u3051\u306e\u8981\u70b9<\/h2>\n<ul>\n<li>AI\u3068\u30c7\u30fc\u30bf\u3092\u7e4b\u3044\u3060\u3060\u3051\u3067\u306f\u6d3b\u7528\u3067\u304d\u307e\u305b\u3093<\/li>\n<li>\u305f\u3068\u3048\u793e\u5185\u30c4\u30fc\u30eb\u3067\u3082\u3001\u793e\u5916\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u540c\u69d8\u306b\u5b9f\u7528\u6027\u3084UX\u3092\u6539\u5584\u3057\u306a\u3044\u3068\u5b9a\u7740\u3057\u307e\u305b\u3093<\/li>\n<li>\u300c\u4f7f\u3048\u308b\u300d\u3082\u306e\u3092\u4f5c\u308b\u5de5\u6570\u306e\u5927\u90e8\u5206\u306f\u3001\u696d\u52d9\u7406\u89e3\u3068\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u3057\u305f<\/li>\n<\/ul>\n<h2 id=\"1-\u3084\u3063\u305f\u3053\u3068\u5168\u4f53\u50cf\">1. \u3084\u3063\u305f\u3053\u3068\u5168\u4f53\u50cf<\/h2>\n<p>\u300c\u55b6\u696d\u306e\u696d\u52d9\u751f\u7523\u6027\u3092AI\u3092\u6d3b\u7528\u3057\u3066\u4e0a\u3052\u3066\u6b32\u3057\u3044\u300d\u3068\u3044\u3046\u8a71\u304cVPoE\u304b\u3089\u3042\u308a\u3001\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u55b6\u696d\u696d\u52d9\u3068\u8a00\u3063\u3066\u3082\u3044\u308d\u3044\u308d\u3042\u308a\u307e\u3059\u304c\u3001\u8868\u9762\u5316\u3057\u3066\u3044\u308b\u30da\u30a4\u30f3\u3068\u3057\u3066\u5546\u8ac7\u6e96\u5099\u696d\u52d9\u304c\u3042\u3052\u3089\u308c\u305f\u306e\u3067\u3001\u305d\u306e\u6539\u5584\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u5546\u8ac7\u306e\u305f\u3081\u306e\u4e8b\u524d\u6e96\u5099\n<ul>\n<li>\u4f01\u696d\u8abf\u67fb<\/li>\n<li>\u30ad\u30fc\u30de\u30f3\u3084\u4e3b\u8981\u4eba\u7269\u306e\u8abf\u67fb<\/li>\n<li>\u904e\u53bb\u306e\u55b6\u696d\u63a5\u70b9\u3084\u52d5\u5411\u306e\u6574\u7406<\/li>\n<li>\u63d0\u6848\u8cc7\u6599\u306e\u4f5c\u6210<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u55b6\u696d\u73fe\u5834\u3067\u306f\u3001Web\u691c\u7d22\u30fbSalesforce\u30fbBox\u30fbSlack\u30fbSansan\u306a\u3069\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u96c6\u3081\u3066\u3001\u55b6\u696d\u63d0\u6848\u306e\u305f\u3081\u306e\u6e96\u5099\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3082\u3001\u5927\u62b5\u306e\u55b6\u696d\u793e\u54e1\u306f\u671d\u304b\u3089\u5b9a\u6642\u307e\u3067\u5546\u8ac7\u3084\u4f1a\u8b70\u3067\u30ab\u30ec\u30f3\u30c0\u30fc\u304c\u57cb\u307e\u3063\u3066\u304a\u308a\u3001\u305d\u306e\u9699\u9593\u3067\u4e0a\u8a18\u3092\u3053\u306a\u3057\u3066\u63d0\u6848\u306e\u8cea\u3092\u9ad8\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u3053\u308c\u3092\u5546\u8ac7\u306e\u30b9\u30ad\u30de\u6642\u9593\u3067\u3084\u308b\u5fc5\u8981\u304c\u3042\u308b\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929101858.png\" width=\"1164\" height=\"815\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u3053\u308c\u3092\u5546\u8ac7\u306e\u30b9\u30ad\u30de\u6642\u9593\u3067\u3084\u308b\u5fc5\u8981\u304c\u3042\u308b<\/figcaption><\/figure>\n<\/p>\n<p>\u305d\u3053\u3067\u3001\u55b6\u696d\u73fe\u5834\u306e\u751f\u7523\u6027\u5411\u4e0a\u3092\u76ee\u7684\u306b\u3001\u534a\u5e74\u9593\u3067\u6b21\u306e\u3088\u3046\u306aAI\u30c4\u30fc\u30eb\u3092\u793e\u5185\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>Slack bot<\/li>\n<li>Notion\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u30dc\u30c3\u30c8<\/li>\n<li>OpenAI GPT Actions<\/li>\n<li>MCP\u30b5\u30fc\u30d0<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306f\u3069\u308c\u3082\u5927\u304d\u306a\u69cb\u9020\u3068\u3057\u3066\u306f\u540c\u3058\u3067\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092AI\u3068\u7e4b\u3044\u3067\u3001\u60c5\u5831\u53d6\u5f97\u30fb\u5bfe\u8a71\u304c\u53ef\u80fd\u306aRAG\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002  \u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u306b\u3088\u3063\u3066\u5f97\u610f\u306a\u30bf\u30b9\u30af\u304c\u591a\u5c11\u7570\u306a\u308a\u307e\u3059\uff08\u4f8b\u3048\u3070Notion\u30dc\u30c3\u30c8\u306f\u307e\u3068\u307e\u3063\u305f\u9577\u6587\u306e\u30ec\u30dd\u30fc\u30c8\u751f\u6210\u306b\u5411\u3044\u3066\u3044\u308b\u306a\u3069\uff09\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u5927\u304d\u304f\u306f\u5168\u90e8\u540c\u3058\u3088\u3046\u306aRAG\u69cb\u9020\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929101424.png\" width=\"1200\" height=\"712\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u5927\u304d\u304f\u306f\u5168\u90e8\u540c\u3058\u3088\u3046\u306aRAG\u69cb\u9020<\/figcaption><\/figure>\n<\/p>\n<p>\u3053\u308c\u3089\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3001\u5b9a\u7740\u3057\u305f\u30c4\u30fc\u30eb\u3082\u3042\u308c\u3070\u3001\u3057\u306a\u3044\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3057\u305f\u3002  \u73fe\u6642\u70b9\u3067\u5b9a\u7740\u3057\u3066\u3044\u308b\u306e\u306f\u3001OpenAI GPT Actions\u3001Slack bot\u306b\u3088\u308b\u55b6\u696d\u652f\u63f4\u30c4\u30fc\u30eb\u3067\u3059\u3002  \u672c\u8a18\u4e8b\u3067\u306f\u5b9a\u7740\u304c\u9032\u3093\u3060\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u8981\u56e0\u3092\u63a2\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u30ab\u30b9\u30bf\u30e0GPT\u306e\u5229\u7528\u306e\u69d8\u5b50\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929101440.png\" width=\"841\" height=\"1035\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u30ab\u30b9\u30bf\u30e0GPT\u306e\u5229\u7528\u306e\u69d8\u5b50<\/figcaption><\/figure>\n<\/p>\n<h3 id=\"\u8981\u7d20\u6280\u8853\">\u8981\u7d20\u6280\u8853<\/h3>\n<p>AI\u95a2\u9023\u306b\u7d5e\u308b\u3068\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u3092\u4f7f\u3063\u3066\u304d\u307e\u3057\u305f\u3002  \u672c\u984c\u3067\u306f\u306a\u3044\u306e\u3068\u3001\u500b\u5225\u6280\u8853\u306e\u8a71\u984c\u306f\u9673\u8150\u5316\u304c\u65e9\u3044\u30b8\u30e3\u30f3\u30eb\u306a\u306e\u3067\u5272\u611b\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>MCP (FastMCP)<\/li>\n<li>OpenAI API<\/li>\n<li>OpenAI GPT Actions<\/li>\n<li>OpenAI Agent<\/li>\n<li>LangChain<\/li>\n<li>LangGraph<\/li>\n<li>Vertex AI Search (BigQuery\u3067\u306eembedding model\u306e\u5229\u7528)<\/li>\n<li>Claude Code Action (\u958b\u767a\u7528)<\/li>\n<li>Cursor (\u958b\u767a\u7528)<\/li>\n<\/ul>\n<h2 id=\"2-\u30c4\u30fc\u30eb\u304c\u4f7f\u308f\u308c\u306a\u3044\u5b9a\u7740\u3057\u306a\u3044\u7406\u7531\">2. \u30c4\u30fc\u30eb\u304c\u4f7f\u308f\u308c\u306a\u3044\u30fb\u5b9a\u7740\u3057\u306a\u3044\u7406\u7531<\/h2>\n<h3 id=\"1-\u8a8d\u77e5\u3055\u308c\u3066\u3044\u306a\u3044\">1. \u8a8d\u77e5\u3055\u308c\u3066\u3044\u306a\u3044<\/h3>\n<p>\u305d\u3082\u305d\u3082\u5b58\u5728\u304c\u77e5\u3089\u308c\u3066\u3044\u306a\u3044\u30c4\u30fc\u30eb\u306f\u4f7f\u308f\u308c\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u5168\u793e\u306e\u30a2\u30ca\u30a6\u30f3\u30b9\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u30ea\u30ea\u30fc\u30b9\u3092\u544a\u77e5\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u8a8d\u77e5\u3057\u3066\u3082\u3089\u3048\u308b\u4eba\u6570\u306f\u601d\u3063\u305f\u3088\u308a\u5c11\u306a\u3044\u3067\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u4e00\u5ea6\u30ea\u30ea\u30fc\u30b9\u544a\u77e5\u3057\u305f\u3060\u3051\u3067\u306f\u307b\u307c\u8a8d\u77e5\u3057\u3066\u3082\u3089\u3048\u306a\u3044\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929103457.png\" width=\"740\" height=\"78\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u4e00\u5ea6\u30ea\u30ea\u30fc\u30b9\u544a\u77e5\u3057\u305f\u3060\u3051\u3067\u306f\u307b\u307c\u8a8d\u77e5\u3057\u3066\u3082\u3089\u3048\u306a\u3044<\/figcaption><\/figure>\n<\/p>\n<p>\u307e\u305f\u3001\u5f0a\u793e\u306e\u55b6\u696d\u7d44\u7e54\u306f\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u9818\u57df\u3054\u3068\u306b\u7d30\u5206\u5316\u3055\u308c\u305f\u5927\u4eba\u6570\u306e\u7d44\u7e54\u3067\u3042\u308b\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u4eba\u304c\u30c4\u30fc\u30eb\u3092\u8a8d\u77e5\u3059\u308b\u307e\u3067\u306b\u306f\u30cf\u30fc\u30c9\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"2-\u5229\u7528\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u3044\">2. \u5229\u7528\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u3044<\/h3>\n<p>\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u3092\u8a66\u3059\u3068\u3044\u3046\u306e\u306f\u75b2\u308c\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u30c4\u30fc\u30eb\u304c\u591a\u304f\u3066\u56f0\u308b\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929101502.png\" width=\"1185\" height=\"766\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u30c4\u30fc\u30eb\u304c\u591a\u304f\u3066\u56f0\u308b<\/figcaption><\/figure>\n<\/p>\n<p>\u73fe\u5834\u4ee5\u5916\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u7a81\u7136\u30c4\u30fc\u30eb\u3092\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3082\u3001\u4f7f\u3044\u65b9\u304c\u5206\u304b\u3089\u306a\u3044\u30fb\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u306a\u3069\u3001\u8a66\u3059\u306e\u306b\u306f\u30cf\u30fc\u30c9\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"3-\u73fe\u5834\u306e\u5b9f\u52d9\u306b\u5373\u3057\u3066\u3044\u306a\u3044\">3. \u73fe\u5834\u306e\u5b9f\u52d9\u306b\u5373\u3057\u3066\u3044\u306a\u3044<\/h3>\n<p>\u81ea\u5206\u306e\u696d\u52d9\u3068\u95a2\u4fc2\u306a\u3044\u51fa\u529b\u3092\u3059\u308b\u30c4\u30fc\u30eb\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002  \u308f\u3056\u308f\u3056\u6642\u9593\u3092\u5272\u3044\u3066\u8a66\u3057\u3066\u307f\u305f\u30c4\u30fc\u30eb\u304c\u3001\u81ea\u5206\u306e\u696d\u52d9\u3068\u30ba\u30ec\u305f\u30c8\u30f3\u30c1\u30f3\u30ab\u30f3\u306a\u51fa\u529b\u3084\u3001\u805e\u3044\u3066\u306a\u3044\u7121\u95a2\u4fc2\u306a\u60c5\u5831\u3092\u51fa\u3057\u3066\u304d\u305f\u3089\u3001\u4f7f\u3044\u305f\u304f\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"4-\u6027\u80fd\u304c\u60aa\u3044\">4. \u6027\u80fd\u304c\u60aa\u3044<\/h3>\n<p>\u9045\u304f\u3066\u4e0d\u6b63\u78ba\u306a\u30c4\u30fc\u30eb\u306f\u4f7f\u308f\u308c\u307e\u305b\u3093\u3002  \u308f\u3056\u308f\u3056\u6642\u9593\u3092\u5272\u3044\u3066\u65b0\u30c4\u30fc\u30eb\u3092\u8a66\u305d\u3046\u3068\u3057\u305f\u306e\u306b\u3001\u4f55\u5206\u3082\u5f85\u305f\u3055\u308c\u305f\u6319\u3052\u53e5\u306b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3060\u3089\u3051\u306e\u7d50\u679c\u3092\u51fa\u3055\u308c\u305f\u308a\u3059\u308c\u3070\u3001\u4f7f\u3044\u305f\u304f\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"3-\u30c4\u30fc\u30eb\u3092\u5b9a\u7740\u3055\u305b\u308b\u30b9\u30c6\u30c3\u30d7\">3. \u30c4\u30fc\u30eb\u3092\u5b9a\u7740\u3055\u305b\u308b\u30b9\u30c6\u30c3\u30d7<\/h2>\n<p>\u3068\u3044\u3046\u308f\u3051\u3067\u3001\u524d\u9805\u3067\u6319\u3052\u305f\u554f\u984c\u3092\u9806\u756a\u306b\u6f70\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"1-\u8a8d\u77e5\u3057\u3066\u3082\u3089\u3046\">1. \u8a8d\u77e5\u3057\u3066\u3082\u3089\u3046<\/h3>\n<p><strong>PoC\u3067\u611f\u5ea6\u306e\u9ad8\u3044\u4eba\u306b\u8a66\u3057\u3066\u3082\u3089\u3046<\/strong><\/p>\n<p>\u30c4\u30fc\u30eb\u30ea\u30ea\u30fc\u30b9\u6642\u306b\u306f\u3001PoC\u3068\u3044\u3046\u5f62\u3067AI\u306b\u95a2\u5fc3\u306e\u3042\u308b\u30e6\u30fc\u30b6\u3092\u52df\u3063\u3066\u8a66\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002  \u30ea\u30ea\u30fc\u30b9\u521d\u671f\u306b\u5927\u4e8b\u306a\u306e\u306f\u3001\u300c\u4f55\u3067\u3082\u826f\u3044\u304b\u3089\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u3053\u3068\u300d\u300c\u4f55\u3067\u3082\u826f\u3044\u304b\u3089\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u308b\u3053\u3068\u300d\u3067\u3059\u3002\u3053\u306e\u30b5\u30a4\u30af\u30eb\u304c\u59cb\u307e\u3089\u306a\u3044\u3068\u9032\u5c55\u304c\u4e2d\u3005\u3042\u308a\u307e\u305b\u3093\u3002  \u5e78\u3044\u793e\u5185\u306b\u306fAI\u3084\u65b0\u30c4\u30fc\u30eb\u306b\u611f\u5ea6\u306e\u9ad8\u3044\u30e1\u30f3\u30d0\u30fc\u304c\u3044\u305f\u306e\u3067\u305d\u306e\u65b9\u3005\u306b\u5354\u529b\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"PoC\u52df\u96c6\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929101619.png\" width=\"1021\" height=\"166\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>PoC\u52df\u96c6<\/figcaption><\/figure>\n<\/p>\n<p>\u305f\u3060\u3001\u3053\u306e\u300cPoC\u300d\u3068\u3044\u3046\u4f53\u88c1\u306b\u306f\u6ce8\u610f\u3059\u3079\u304d\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>PoC\u306b\u53c2\u52a0\u3057\u3066\u304f\u308c\u308b\u65b9\u306f\u5927\u62b5\u306e\u5834\u5408\u3001\u611f\u5ea6\u304c\u9ad8\u304f\u304b\u3064\u30c4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u7a4d\u6975\u7684\u306b\u63a5\u3057\u3066\u304f\u308c\u307e\u3059\u3002  \u4f8b\u3048\u3070\u3001\u5229\u7528\u524d\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u304c\u5c11\u3057\u7169\u96d1\u3060\u3063\u305f\u308a\u3001\u7cbe\u5ea6\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u591a\u5c11\u306e\u554f\u984c\u304c\u3042\u3063\u3066\u3082\u3001\u81ea\u5206\u3067\u5de5\u592b\u3057\u305f\u308a\u4e57\u308a\u8d8a\u3048\u306a\u304c\u3089\u4f7f\u3063\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\u5b9f\u904b\u7528\u306b\u4e57\u305b\u308b\u5834\u5408\u306f\u305d\u306e\u3088\u3046\u306a\u30cf\u30fc\u30c9\u30eb\u3092\u6b8b\u3059\u3079\u304d\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d7\u3051\u308b\u969b\u306f\u3001\u5c11\u3057\u3067\u3082\u6c17\u306b\u306a\u308b\u90e8\u5206\u306f\u5fb9\u5e95\u7684\u306b\u6398\u308a\u4e0b\u3052\u305f\u307b\u3046\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p><strong>\u5ba3\u4f1d\u3059\u308b<\/strong><\/p>\n<p>\u793e\u5185\u30c4\u30fc\u30eb\u3068\u3044\u3048\u3069\u3082\u5ba3\u4f1d\u3059\u308b\u3053\u3068\u306f\u5fc5\u8981\u3067\u3059\u3002\u7279\u306b\u5f0a\u793e\u306a\u3069\u793e\u54e1\u6570\u304c\u4e00\u5b9a\u898f\u6a21\u4ee5\u4e0a\u306e\u4f01\u696d\u3067\u306f\u793e\u5185\u5e83\u5831\u306f\u7121\u8996\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u65b0\u30c4\u30fc\u30eb\u306e\u30ea\u30ea\u30fc\u30b9\u3084\u6a5f\u80fd\u8ffd\u52a0\u306e\u305f\u3073\u306b\u3001\u5168\u4f53\u544a\u77e5\u3092\u3057\u3066\u5ba3\u4f1d\u3092\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u300c\u3053\u306e\u544a\u77e5\u3067\u30c4\u30fc\u30eb\u306e\u5b58\u5728\u3092\u521d\u3081\u3066\u77e5\u3063\u305f\u300d\u3068\u3044\u3046\u4eba\u304c\u305d\u306e\u90fd\u5ea6\u73fe\u308c\u307e\u3059\u3002  \u898f\u6a21\u306e\u591a\u3044\u96c6\u56e3\u3067\u60c5\u5831\u3092\u901a\u77e5\u3059\u308b\u306b\u306f\u3001\u60f3\u50cf\u4ee5\u4e0a\u306b\u7e70\u308a\u8fd4\u3057\u306e\u4f1d\u9054\u304c\u5fc5\u8981\u306a\u306e\u3060\u3068\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u7e70\u308a\u8fd4\u3057\u544a\u77e5\u3059\u308b\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929102255.png\" width=\"493\" height=\"162\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u7e70\u308a\u8fd4\u3057\u544a\u77e5\u3059\u308b<\/figcaption><\/figure>\n<\/p>\n<p>\u307e\u305f\u3001\u793e\u5185\u5e83\u5831\u3060\u3051\u3067\u306a\u304f\u30c0\u30a4\u30ec\u30af\u30c8\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3082\u6642\u306b\u306f\u6709\u52b9\u3067\u3059\u3002  Slack\u3067\u306e\u8a55\u5224\u3084\u5229\u7528\u30ed\u30b0\u306a\u3069\u304b\u3089\u4e0d\u6e80\u3092\u62b1\u3048\u3066\u3044\u305d\u3046\u306a\u30e6\u30fc\u30b6\u30fc\u3092\u5206\u6790\u30fb\u76f4\u63a5\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3059\u308b\u306a\u3069\u3059\u308b\u3068\u3001\u6df1\u3044\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u30e6\u30fc\u30b6\u30fc\u306b\u76f4\u63a5\u30d2\u30e4\u30ea\u30f3\u30b0\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929134906.png\" width=\"740\" height=\"174\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u30e6\u30fc\u30b6\u30fc\u306b\u76f4\u63a5\u30d2\u30e4\u30ea\u30f3\u30b0<\/figcaption><\/figure>\n<\/p>\n<h3 id=\"2-\u5229\u7528\u30cf\u30fc\u30c9\u30eb\u3092\u4e0b\u3052\u308b\">2. \u5229\u7528\u30cf\u30fc\u30c9\u30eb\u3092\u4e0b\u3052\u308b<\/h3>\n<p><strong>\u65e2\u5b58\u306e\u30c4\u30fc\u30eb\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u4e57\u3063\u304b\u308b<\/strong><\/p>\n<p>UI\u30fbUX\u306e\u6d17\u7df4\u3055\u308c\u305f\u4fbf\u5229\u306a\u65e2\u88fd\u30c4\u30fc\u30eb\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002<br \/>Slack App\u3084ChatGPT\u306e\u30ab\u30b9\u30bf\u30e0GPT\u3092\u4f7f\u3048\u3070\u3001\u81ea\u529b\u3067\u4f5c\u3089\u305a\u306b\u6d17\u7df4\u3055\u308c\u305f\u5bfe\u8a71UI\u3092\u3059\u3050\u63d0\u4f9b\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u6d3b\u7528\u3057\u3066\u3044\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u7279\u306b\u30ab\u30b9\u30bf\u30e0GPT(\u203b1)\u3084MCP(\u203b2)\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u8981\u7d20\u3092\u4e38\u6295\u3052\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u3067\u3068\u3066\u3082\u52b9\u7387\u304c\u826f\u3044\u3067\u3059\u3002<br \/>\n\u55b6\u696d\u73fe\u5834\u3067\u306f\u51fa\u5148\u304b\u3089\u30b9\u30de\u30db\u3067\u30a2\u30d7\u30ea\u3092\u4f7f\u3046\u30b1\u30fc\u30b9\u304c\u591a\u3044\u70b9\u3067\u3082\u3001\u65e2\u5b58\u30a2\u30d7\u30ea\u306b\u4e57\u3063\u304b\u308b\u306e\u306f\u7406\u306b\u304b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u3088\u308a\u9ad8\u5ea6\u3067\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u5b9a\u307e\u3063\u305f\u696d\u52d9\u306b\u5bfe\u3057\u3066\u306f\u3001LangGraph\u3084Gem\u3092\u7528\u3044\u3066\u500b\u5225\u5316\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u308b\u3053\u3068\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u96d1\u591a\u306bRAG\u3092\u4f34\u3046\u5bfe\u8a71\u3092\u3059\u308b\u3060\u3051\u3067\u3042\u308c\u3070\u3001ChatGPT\u3084Claude Desktop\u306eUI\u306b\u307e\u304b\u305b\u3066\u3057\u307e\u3046\u306e\u304c\u4e00\u756a\u65e9\u304f\u3001\u304b\u3064\u6c4e\u7528\u7684\u3067\u7cbe\u5ea6\u304c\u9ad8\u3044\u3068\u3044\u3046\u4f53\u611f\u3067\u3059\u3002<\/p>\n<p>(\u203b1) \u5f0a\u793e\u306fChatGPT\u3084Claude\u306eEnterprise\u5951\u7d04\u3092\u7d50\u3093\u3067\u304a\u308a\u3001\u7d71\u5236\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u306e\u826f\u3055\u3082\u6709\u308a\u307e\u3057\u305f\u3002<br \/>(\u203b2) \u672c\u8a18\u4e8b\u3067MCP\u306e\u5f71\u304c\u8584\u3044\u306e\u306f\u3001\u958b\u767a\u3092\u59cb\u3081\u305f\u5f53\u521d\u3001HTTP\u7d4c\u7531\u3067\u306eMCP\u30b5\u30fc\u30d0\u306e\u4ed5\u69d8\u7b56\u5b9a\u3084\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u5b9f\u88c5\u304c\u56fa\u307e\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u305f\u3081\u3067\u3059\u3002\u76f4\u8fd1\u306fMCP\u306e\u5c0e\u5165\u3082\u7a4d\u6975\u7684\u306b\u9032\u3081\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001AI\u3092\u7528\u3044\u305f\u696d\u52d9\u6539\u5584\u306b\u3042\u305f\u3063\u3066MCP\u306f\u3042\u304f\u307e\u3067\u624b\u6bb5\u306e\u4e00\u7a2e\u3067\u3057\u304b\u306a\u304f\u3001\u5fc5\u7136\u6027\u306f\u7121\u3044\u3068\u3044\u3046\u3053\u3068\u304c\u3053\u306e\u8a18\u4e8b\u304b\u3089\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u5177\u4f53\u7684\u306a\u4f53\u9a13\u3092\u793a\u3059<\/strong><\/p>\n<p>\u6587\u5b57\u3060\u3051\u3067\u30c4\u30fc\u30eb\u306e\u8aac\u660e\u3092\u3055\u308c\u3066\u3082\u3001\u4f55\u306b\u4f7f\u3048\u308b\u306e\u304b\u308f\u304b\u308a\u306b\u304f\u3044\u3082\u306e\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30e6\u30fc\u30b6\u306e\u5177\u4f53\u7684\u306a\u56f0\u308a\u3054\u3068\u3092\u30c4\u30fc\u30eb\u3067\u89e3\u6c7a\u3059\u308b\u4e8b\u4f8b\u3092\u5171\u6709\u3059\u308b<\/li>\n<li>\u4f7f\u3044\u65b9\u3092\u7c21\u5358\u306a\u52d5\u753b\u3067\u5171\u6709\u3059\u308b<\/li>\n<\/ul>\n<p>\u3068\u3044\u3063\u305f\u5de5\u592b\u3067\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u7528\u30cf\u30fc\u30c9\u30eb\u3092\u4e0b\u3052\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u52d5\u753b\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u30d1\u30c3\u3068\u793a\u3059\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929162056.png\" width=\"731\" height=\"539\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u52d5\u753b\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u30d1\u30c3\u3068\u793a\u3059<\/figcaption><\/figure>\n<\/p>\n<h3 id=\"3-\u5b9f\u52d9\u306b\u5373\u3057\u305f\u30c4\u30fc\u30eb\u3092\u4f5c\u308b\">3. \u5b9f\u52d9\u306b\u5373\u3057\u305f\u30c4\u30fc\u30eb\u3092\u4f5c\u308b<\/h3>\n<p><strong>\u696d\u52d9\u306b\u5408\u308f\u305b\u3066\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30ea\u30f3\u30b0\u3059\u308b<\/strong><\/p>\n<p>\u793e\u5185DB\uff08Salesforce\u3001BigQuery\u3001Sansan\u306a\u3069\uff09\u306b\u306f\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3059\u3079\u3066\u3092\u696d\u52d9\u3067\u4f7f\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305f\u3001\u4f7f\u3046\u30c7\u30fc\u30bf\u304c\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u3001\u30c7\u30fc\u30bf\u9593\u306e\u95a2\u4fc2\u6027\u304c\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u306e\u304b\u306a\u3069\u306b\u3064\u3044\u3066\u3001\u30e1\u30f3\u30bf\u30eb\u30e2\u30c7\u30eb\u3068\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u306f\u4e00\u81f4\u3057\u307e\u305b\u3093\u3002<br \/>\u307e\u305f\u3001Salesforce\u306a\u3069\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6271\u3046\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u306f\u975e\u6b63\u898f\u5316\u72b6\u614b\u306e\u30c6\u30ad\u30b9\u30c8\u3082\u8c4a\u5bcc\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u30c7\u30fc\u30bf\u69cb\u9020\u3068\u30e6\u30fc\u30b6\u306e\u30e1\u30f3\u30bf\u30eb\u30e2\u30c7\u30eb\u306e\u4e0d\u4e00\u81f4\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929102932.png\" width=\"1200\" height=\"510\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u30c7\u30fc\u30bf\u69cb\u9020\u3068\u30e6\u30fc\u30b6\u306e\u30e1\u30f3\u30bf\u30eb\u30e2\u30c7\u30eb\u306e\u4e0d\u4e00\u81f4<\/figcaption><\/figure>\n<\/p>\n<p>Salesforce\u3084BigQuery\u306e\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307eAI\u306b\u306f\u4e0e\u3048\u3066\u304a\u3089\u305a\u3001\u5b9f\u969b\u306e\u696d\u52d9\u4f53\u9a13\u306b\u5408\u3046\u3088\u3046\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u3067\u7d50\u69cb\u52a0\u5de5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>MCP\u306e\u30c4\u30fc\u30eb\u306edescription\u3084OpenAPI\u306e\u5185\u5bb9\u304c\u3001AI\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u304b\u3064\u696d\u52d9\u5185\u5bb9\u3092\u4f1d\u3048\u308b\u3088\u3046\u306a\u5185\u5bb9\u306b\u306a\u308b\u3088\u3046\u8abf\u6574\u3092\u91cd\u306d\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u696d\u52d9\u306b\u6cbf\u3063\u305f\u30c7\u30fc\u30bf\u52a0\u5de5\u306e\u628a\u63e1\u306e\u305f\u3081\u306b\u3001\u73fe\u5834\u55b6\u696d\u306e\u65b9\u306b\u7d30\u304b\u304f\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3057\u305f\u308a\u3001\u4f1a\u8b70\u306e\u9332\u753b\u3092\u9802\u3044\u305f\u308a\u3057\u3066\u52d8\u6240\u3092\u8a70\u3081\u307e\u3057\u305f\u3002<\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u3067\u52a0\u5de5\u3057\u306a\u3044\u5225\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u306f\u3001\u305d\u3082\u305d\u3082Salesforce\u3084BigQuery\u3068\u3044\u3063\u305f\u4e00\u6b21\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3092\u9032\u3081\u308b\u3068\u3044\u3046\u8003\u3048\u65b9\u3082\u3042\u308a\u307e\u3059\u3002\u9577\u671f\u7684\u306b\u306f\u3053\u3061\u3089\u306e\u307b\u3046\u304c\u7406\u60f3\u7684\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u5f0a\u793e\u306e\u4e00\u6b21\u30c7\u30fc\u30bf\u306f\u3055\u307e\u3056\u307e\u306a\u7ba1\u8f44\u306e\u7d44\u7e54\u306b\u6563\u5728\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u3092\u77ed\u671f\u9593\u3067\u6574\u7406\u3059\u308b\u306e\u306f\u975e\u73fe\u5b9f\u7684\u3067\u3057\u305f\u3002\u6570\u65e5\u301c\u4e00\u9031\u9593\u306e\u3088\u3046\u306a\u7a81\u8cab\u3067\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u305f\u3081\u306b\u4eca\u56de\u306fAI\u306b\u3088\u308b\u5b9f\u88c5\u3082\u99c6\u4f7f\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u3067\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u4f8b\u3068\u3057\u3066\u3001\u4f1a\u793e\u306e\u540d\u5bc4\u305b\u306bAI\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306e\u30ad\u30fc\u304c\u7570\u306a\u308b\uff08\u6cd5\u4eba\u756a\u53f7\u3001Account ID\u3001etc.\uff09\u554f\u984c\u3084\u3001\u540c\u540d\u4f01\u696d\u30fb\u8868\u8a18\u3086\u308c\u306e\u554f\u984c\u3092\u3001\u975e\u6b63\u898f\u30c6\u30ad\u30b9\u30c8\u304b\u3089AI\u306b\u5224\u65ad\u3055\u305b\u3066\u5438\u53ce\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"AI\u306b\u3088\u308b\u4f1a\u793e\u306e\u540d\u5bc4\u305b\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20251014\/20251014095954.png\" width=\"1200\" height=\"758\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>AI\u306b\u3088\u308b\u4f1a\u793e\u306e\u540d\u5bc4\u305b<\/figcaption><\/figure>\n<\/p>\n<h3 id=\"4-\u5229\u7528\u72b6\u6cc1\u3092\u898b\u306a\u304c\u3089\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3044\u304f\">4. \u5229\u7528\u72b6\u6cc1\u3092\u898b\u306a\u304c\u3089\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3044\u304f<\/h3>\n<p>PoC\u3067\u3042\u308b\u7a0b\u5ea6\u3046\u307e\u304f\u3044\u3063\u3066\u3082\u3001\u5b9f\u904b\u7528\u3067\u306f\u6027\u80fd\u3084\u4f7f\u3044\u52dd\u624b\u304c\u60aa\u3051\u308c\u3070\u6d3b\u7528\u304c\u9032\u307f\u307e\u305b\u3093\u3002<br \/>\n\u30e6\u30fc\u30b6\u30d3\u30ea\u30c6\u30a3\u306b\u5fdc\u3058\u3066\u81ea\u7136\u3068\u5229\u7528\u304c\u5e83\u307e\u3063\u305f\u308a\u7e2e\u5c0f\u3057\u305f\u308a\u3059\u308b\u306e\u306f\u3001\u793e\u5185\u5411\u3051\u30a2\u30d7\u30ea\u3067\u3042\u3063\u3066\u3082\u793e\u5916\u5411\u3051\u3068\u540c\u69d8\u3067\u3057\u305f\u3002<\/p>\n<p>\u5370\u8c61\u7684\u306a\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u30ab\u30b9\u30bf\u30e0GPT\u306e\u5229\u7528\u6570\u306e\u30b0\u30e9\u30d5\u3067\u3059\u304c\u3001\u5229\u7528\u6570\u304c\u9014\u4e2d\u3067\u6025\u6e1b\u3057\u3066\u3044\u308b\u306e\u304c\u308f\u304b\u308a\u307e\u3059\u3002<br \/>\n\u539f\u56e0\u306f\u3001OpenAI\u306e\u4ed5\u69d8\u5909\u66f4\u306b\u3088\u308a\u30c4\u30fc\u30eb\u306e\u6319\u52d5\u304c\u4e0d\u5b89\u5b9a\u306b\u306a\u3063\u3066\u3044\u305f\u304b\u3089\u3067\u3057\u305f\u3002<br \/>\n\u6570\u65e5\u5f8c\u306b\u4fee\u6b63\u5bfe\u5fdc\u3092\u3044\u308c\u308b\u3053\u3068\u3067\u5229\u7528\u8005\u304c\u5fa9\u6d3b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u306f\u539f\u56e0\u767a\u898b\u301c\u4fee\u6b63\u5bfe\u5fdc\u307e\u3067\u3092\u901a\u3057\u3066\u3001\u30e6\u30fc\u30b6\u304b\u3089\u306e\u5831\u544a\u306f\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u3002<br \/>\n\u3053\u306e\u4ef6\u3092\u7d4c\u3066\u3001\u793e\u5185\u30c4\u30fc\u30eb\u3068\u3044\u3048\u3069\u3082\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u901a\u3058\u305f\u5229\u7528\u72b6\u6cc1\u3084\u30da\u30a4\u30f3\u306e\u628a\u63e1\u304c\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u611f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u5229\u7528\u6570\u306e\u8b0e\u306e\u4f4e\u4e0b\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/y\/yuichi-ogino-sansan\/20250929\/20250929101719.png\" width=\"1200\" height=\"337\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u5229\u7528\u6570\u306e\u8b0e\u306e\u4f4e\u4e0b<\/figcaption><\/figure>\n<\/p>\n<p>\u307e\u305f\u3001\u76f4\u63a5\u306e\u58f0\u306f\u306a\u304f\u3068\u3082Slack\u3067\u554f\u984c\u5831\u544a\u304c\u4e0a\u304c\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3001\u793e\u5185\u30a8\u30b4\u30b5\u307f\u305f\u3044\u306b\u3053\u3061\u3089\u304b\u3089\u56f0\u3063\u3066\u3044\u308b\u30e6\u30fc\u30b6\u3092\u767a\u898b\u3057\u3066\u8a71\u3092\u805e\u304d\u306b\u884c\u3063\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n<p>\u30a2\u30d7\u30ea\u306e\u6027\u80fd\u5411\u4e0a\u306b\u3042\u305f\u3063\u3066\u4f7f\u3063\u305f\u4e3b\u306a\u5de5\u592b\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u4e00\u6b21\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306e\u53d6\u5f97\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u30c7\u30fc\u30bf\u3092\u3001\u691c\u7d22\u7528\u306eBigQuery\u306b\u540c\u671f\u84c4\u7a4d\u3059\u308b<\/li>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u6539\u5584<\/li>\n<li>ENUM\u306a\u3069\u56fa\u5b9a\u5024\u3067\u691c\u7d22\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306fSQL\u3067\u30d5\u30a3\u30eb\u30bf\u3057\u3066\u3057\u307e\u3046\u306a\u3069\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u4ee5\u524d\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3046<\/li>\n<li>BigQuery\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30fb\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30fb\u4e2d\u9593\u30c6\u30fc\u30d6\u30eb\u306a\u3069\uff09<\/li>\n<li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u3001\u591a\u6bb5\u306eLLM\u306b\u3088\u308b\u4e2d\u9593\u30c7\u30fc\u30bf\u306e\u5727\u7e2e\u3084\u8981\u7d04\u306a\u3069<\/li>\n<\/ul>\n<h2 id=\"4-\u7d50\u679c\">4. \u7d50\u679c<\/h2>\n<p>\u3053\u3053\u307e\u3067\u306e\u3088\u3046\u306a\u53d6\u308a\u7d44\u307f\u3092\u901a\u3058\u3066\u3001\u6700\u7d42\u7684\u306b\u306f\u63b2\u984c\u306e\u901a\u308a\u5229\u7528\u6570\u304c\u4f38\u3073\u3001\u6bce\u65e5\u6570\u767e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u5229\u7528\u304c\u884c\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"5-\u6ce8\u610f\u70b9\">5. \u6ce8\u610f\u70b9<\/h2>\n<p>\u672c\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u3044\u305f\u3060\u304f\u5834\u5408\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u610f\u601d\u6c7a\u5b9a\u5468\u308a\u304c\u975e\u5e38\u306b\u901a\u3057\u3084\u3059\u3044\u4f53\u5236\u3060\u3063\u305f\u70b9\u306b\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3068\u3044\u3046\u306e\u3082\u3001\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306fVPoE\u76f4\u8f44\u3067\u884c\u308f\u308c\u307e\u3057\u305f\u3002<br \/>\n\u793e\u5185\u306b\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u6a2a\u65ad\u3067RAG\u63a5\u7d9a\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u3001\u5404\u7a2e\u30c7\u30fc\u30bf\u306e\u63a5\u7d9a\u8a2d\u5b9a\u3084\u6a29\u9650\u3092\u7533\u8acb\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3057\u305f\u304c\u3001VPoE\u306e\u76f4\u63a5\u7684\u306a\u5f8c\u62bc\u3057\u306e\u3082\u3068\u3067\u304b\u306a\u308a\u30b9\u30d4\u30fc\u30c7\u30a3\u306b\u9032\u3081\u3089\u308c\u307e\u3057\u305f\u3002<br \/>\u4e00\u65b9\u3001\u4e00\u5b9a\u898f\u6a21\u4ee5\u4e0a\u306e\u4f01\u696d\u3067\u3053\u306e\u3088\u3046\u306a\u53d6\u308a\u7d44\u307f\u3092\u884c\u3046\u5834\u5408\u3001\u3053\u3053\u304c\u5927\u304d\u306a\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u3053\u3068\u306f\u5bb9\u6613\u306b\u60f3\u50cf\u3067\u304d\u307e\u3059\u3002<br \/>\n\u898f\u6a21\u306e\u5927\u304d\u306a\u7d44\u7e54\u3067\u30b9\u30d4\u30fc\u30c7\u30a3\u306b\u9032\u3081\u308b\u306b\u306f\u3001\u4e0a\u5c64\u90e8\u306e\u652f\u63f4\u3092\u53d6\u308a\u4ed8\u3051\u3089\u308c\u308b\u304b\u304c\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306e\u3072\u3068\u3064\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"\u307e\u3068\u3081\u518d\u63b2\">\u307e\u3068\u3081\uff08\u518d\u63b2\uff09<\/h2>\n<ul>\n<li>AI\u3068\u30c7\u30fc\u30bf\u3092\u7e4b\u3044\u3060\u3060\u3051\u3067\u306f\u6d3b\u7528\u3067\u304d\u307e\u305b\u3093<\/li>\n<li>\u305f\u3068\u3048\u793e\u5185\u30c4\u30fc\u30eb\u3067\u3082\u3001\u793e\u5916\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u540c\u69d8\u306b\u5b9f\u7528\u6027\u3084UX\u3092\u6539\u5584\u3057\u306a\u3044\u3068\u5b9a\u7740\u3057\u307e\u305b\u3093<\/li>\n<li>\u5b9f\u969b\u306b\u300c\u4f7f\u3048\u308b\u300d\u3082\u306e\u3092\u4f5c\u308b\u5de5\u6570\u306e\u5927\u90e8\u5206\u306f\u3001\u696d\u52d9\u7406\u89e3\u3068\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u3057\u305f<\/li>\n<\/ul>\n<p>\u3053\u3053\u307e\u3067\u8aad\u3093\u3067\u304f\u3060\u3055\u308a\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\uff01<br \/>\n\u305c\u3072\u7686\u3055\u3093\u306e\u73fe\u5834\u3067\u3082\u3001\u696d\u52d9\u306b\u5bc4\u308a\u6dfb\u3063\u305fAI\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2 id=\"Sansan\u6280\u8853\u672c\u90e8\u3067\u306f\u30ab\u30b8\u30e5\u30a2\u30eb\u9762\u8ac7\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\">Sansan\u6280\u8853\u672c\u90e8\u3067\u306f\u30ab\u30b8\u30e5\u30a2\u30eb\u9762\u8ac7\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059<\/h2>\n<p><a target=\"_blank\" href=\"https:\/\/forms.gle\/gbLPPzecKpyb5yR78\" rel=\"noopener\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn.blog.st-hatena.com\/files\/4207112889963095046\/6801883189090195406\" alt=\"\" width=\"1440\" height=\"500\" class=\"alignnone size-full wp-image-32180\"\/><\/a><\/p>\n<p>Sansan\u6280\u8853\u672c\u90e8\u3067\u306f\u4e2d\u9014\u306e\u65b9\u5411\u3051\u306b\u30ab\u30b8\u30e5\u30a2\u30eb\u9762\u8ac7\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002Sansan\u6280\u8853\u672c\u90e8\u3067\u306e\u50cd\u304d\u65b9\u3001\u4ed5\u4e8b\u306e\u9b45\u529b\u306b\u3064\u3044\u3066\u3001\u73fe\u5f79\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8996\u70b9\u304b\u3089\u304a\u8a71\u3057\u3057\u307e\u3059\u3002\u300c\u5b9f\u969b\u306b\u50cd\u304f\u4eba\u306e\u8a71\u3092\u76f4\u63a5\u805e\u304d\u305f\u3044\u300d\u300c\u3069\u3093\u306a\u4eba\u304c\u50cd\u3044\u3066\u3044\u308b\u306e\u304b\u3092\u4e8b\u524d\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u300d\u3068\u304a\u8003\u3048\u306e\u65b9\u306f\u3001\u305c\u3072<a target=\"_blank\" href=\"https:\/\/forms.gle\/LjrMFjdhwhnkb3ATA\">\u30a8\u30f3\u30c8\u30ea\u30fc<\/a>\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u203b Salesforce \u306f salesforce.com, inc. \u306e\u5546\u6a19\u3067\u3042\u308a\u3001\u8a31\u53ef\u306e\u3082\u3068\u3067\u4f7f\u2f64\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/buildersbox.corp-sansan.com\/entry\/2025\/10\/28\/120000\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u3053\u3093\u306b\u3061\u306f\uff01Digitization\u90e8 &amp; Corps\u517c\u52d9\u306e\u837b\u91ce\u60a0\u4e00\u3067\u3059\u3002 \u3053\u306e\u534a\u5e74\u9593\u3001\u793e\u5185\u306e\u55b6\u696d\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306eAI\u30c4\u30fc\u30eb\u958b\u767a\u3092\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u305d\u306e\u7d4c\u9a13\u3092\u5171\u6709\u3057\u307e\u3059\u3002 \u5fd9\u3057\u3044\u4eba\u5411\u3051\u306e\u8981\u70b9 AI\u3068\u30c7\u30fc\u30bf\u3092\u7e4b\u3044 [&hellip;]","protected":false},"author":1,"featured_media":21210,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-21209","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u696d\u52d9\u6539\u5584AI\u30c4\u30fc\u30eb\u3092\u534a\u5e74\u30671\u4e07\u56de\u5229\u7528\u307e\u3067\u80b2\u3066\u308b\u305f\u3081\u306b\u3084\u3063\u305f\u3053\u3068 - Sansan Tech Blog - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/buildersbox.corp-sansan.com\/entry\/2025\/10\/28\/120000\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u696d\u52d9\u6539\u5584AI\u30c4\u30fc\u30eb\u3092\u534a\u5e74\u30671\u4e07\u56de\u5229\u7528\u307e\u3067\u80b2\u3066\u308b\u305f\u3081\u306b\u3084\u3063\u305f\u3053\u3068 - Sansan Tech Blog - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3093\u306b\u3061\u306f\uff01Digitization\u90e8 &amp; Corps\u517c\u52d9\u306e\u837b\u91ce\u60a0\u4e00\u3067\u3059\u3002 \u3053\u306e\u534a\u5e74\u9593\u3001\u793e\u5185\u306e\u55b6\u696d\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306eAI\u30c4\u30fc\u30eb\u958b\u767a\u3092\u3057\u3066\u3044\u305f\u306e\u3067\u3001\u305d\u306e\u7d4c\u9a13\u3092\u5171\u6709\u3057\u307e\u3059\u3002 \u5fd9\u3057\u3044\u4eba\u5411\u3051\u306e\u8981\u70b9 AI\u3068\u30c7\u30fc\u30bf\u3092\u7e4b\u3044 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/buildersbox.corp-sansan.com\/entry\/2025\/10\/28\/120000\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-28T04:59:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/1761620405.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" 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