{"id":7334,"date":"2026-04-04T22:22:10","date_gmt":"2026-04-04T13:22:10","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/system\/natural-language-processing-outsourcing\/"},"modified":"2026-04-04T22:22:10","modified_gmt":"2026-04-04T13:22:10","slug":"natural-language-processing-outsourcing","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/ai\/natural-language-processing-outsourcing\/","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n

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\n\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u5916\u6ce8\u30fb\u767a\u6ce8\u306e\u5168\u4f53\u50cf<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u5916\u6ce8\u30fb\u767a\u6ce8\u306e\u5168\u4f53\u50cf\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

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\n

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\n

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\n\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u767a\u6ce8\u306e\u6d41\u308c<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u767a\u6ce8\u306e\u6d41\u308c\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

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\n

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\n

\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u30fb\u63d0\u6848\u4f9d\u983c<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5019\u88dc\u4f1a\u793e\u306e\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u306b\u306f\u3001\u77e5\u4eba\u7d39\u4ecb\u30fbWeb\u691c\u7d22\u30fb\u696d\u754c\u56e3\u4f53\u306e\u4f1a\u54e1\u4f01\u696d\u4e00\u89a7\u30fbAI\u95a2\u9023\u30a4\u30d9\u30f3\u30c8\u3067\u306e\u60c5\u5831\u53ce\u96c6\u306a\u3069\u304c\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u5019\u88dc\u30923\u301c5\u793e\u306b\u7d5e\u308a\u8fbc\u3093\u3060\u4e0a\u3067\u3001RFP\uff08\u63d0\u6848\u4f9d\u983c\u66f8\uff1aRequest for Proposal\uff09\u3092\u9001\u4ed8\u3057\u3001\u300cPoC\u8a08\u753b\u30fb\u671f\u9593\u30fb\u8cbb\u7528\u30fb\u62c5\u5f53\u30c1\u30fc\u30e0\u69cb\u6210\u30fb\u5b9f\u7e3e\u4e8b\u4f8b\u300d\u3092\u542b\u3080\u63d0\u6848\u66f8\u306e\u63d0\u51fa\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002\u63d0\u6848\u8aac\u660e\u4f1a\uff08\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u3067\u306f\u3001\u6280\u8853\u63d0\u6848\u306e\u5185\u5bb9\u3060\u3051\u3067\u306a\u304f\u3001\u62c5\u5f53\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3078\u306e\u7406\u89e3\u5ea6\u30fb\u8cea\u554f\u3078\u306e\u56de\u7b54\u306e\u5177\u4f53\u6027\u306a\u3069\u3082\u8a55\u4fa1\u8ef8\u306b\u5165\u308c\u307e\u3057\u3087\u3046\u3002\u5404\u793e\u306e\u63d0\u6848\u3092\u6bd4\u8f03\u3059\u308b\u969b\u306f\u3001\u8cbb\u7528\u306e\u5358\u7d14\u6bd4\u8f03\u3060\u3051\u3067\u306a\u304f\u300c\u4f55\u3092\u3069\u3053\u307e\u3067\u5bfe\u5fdc\u3059\u308b\u304b\u300d\u306e\u30b9\u30b3\u30fc\u30d7\u5b9a\u7fa9\u304c\u4f1a\u793e\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001\u540c\u3058\u6761\u4ef6\u3067\u306e\u6bd4\u8f03\u304c\u3067\u304d\u308b\u3088\u3046\u3001\u8a55\u4fa1\u8868\u3092\u4e8b\u524d\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

PoC\u5b9f\u65bd\u30fb\u8a55\u4fa1<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\n

\u672c\u756a\u958b\u767a\u30fbMLOps\u69cb\u7bc9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\n\u767a\u6ce8\u5148\u9078\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8<\/strong>\n<\/h2>\n\n\n\n
\n
\n
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\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u767a\u6ce8\u5148\u9078\u5b9a\u3067\u306f\u3001\u6280\u8853\u529b\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u529b\u30fb\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u7406\u89e3\u529b\u306e3\u70b9\u3092\u8ef8\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u53d6\u308c\u305f\u4f1a\u793e\u3092\u9078\u3076\u3053\u3068\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6210\u529f\u3078\u306e\u8fd1\u9053\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u6280\u8853\u529b\u306e\u78ba\u8a8d<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\n

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\n

\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u7406\u89e3\u529b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u512a\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u4f1a\u793e\u306f\u3001\u5358\u306b\u300c\u4f9d\u983c\u3055\u308c\u305f\u901a\u308a\u306b\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u300d\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u305d\u306e\u8ab2\u984c\u306f\u672c\u5f53\u306b\u6a5f\u68b0\u5b66\u7fd2\u3067\u89e3\u304f\u3079\u304d\u304b\u300d\u300c\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u306a\u89e3\u6c7a\u7b56\u306f\u306a\u3044\u304b\u300d\u3068\u3044\u3046\u554f\u3044\u3092\u7acb\u3066\u3089\u308c\u307e\u3059\u3002\u63d0\u6848\u4f1a\u8b70\u3067\u306e\u767a\u6ce8\u5148\u306e\u8cea\u554f\u306e\u8cea\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u30fb\u696d\u52d9\u30d5\u30ed\u30fc\u30fb\u30c7\u30fc\u30bf\u306e\u610f\u5473\u30fb\u6210\u529f\u306e\u5b9a\u7fa9\u306b\u3064\u3044\u3066\u306e\u6df1\u3044\u8cea\u554f\u304c\u3067\u304d\u308b\u4f1a\u793e\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u7406\u89e3\u529b\u304c\u9ad8\u3044\u8a3c\u62e0\u3067\u3059\u3002\u6280\u8853\u8aac\u660e\u3092\u975e\u6280\u8853\u8005\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3067\u304d\u308b\u304b\uff08\u904e\u5ea6\u306a\u5c02\u9580\u7528\u8a9e\u3092\u4f7f\u308f\u305a\u306b\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u8a9e\u308c\u308b\u304b\uff09\u3082\u3001\u73fe\u5834\u3067\u306e\u5186\u6ed1\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u63a8\u9032\u306b\u76f4\u7d50\u3059\u308b\u91cd\u8981\u306a\u80fd\u529b\u3067\u3059\u3002\u307e\u305f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5b8c\u4e86\u5f8c\u306e\u81ea\u8d70\u3092\u652f\u63f4\u3059\u308b\u59ff\u52e2\uff08\u793e\u5185\u30c1\u30fc\u30e0\u3078\u306e\u6280\u8853\u79fb\u8ee2\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6574\u5099\u30fb\u6559\u80b2\u30b5\u30dd\u30fc\u30c8\uff09\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3082\u3001\u4e2d\u9577\u671f\u7684\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u9078\u3076\u969b\u306e\u5224\u65ad\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n\u767a\u6ce8\u6642\u306e\u6ce8\u610f\u70b9\u3068\u30ea\u30b9\u30af\u7ba1\u7406<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u767a\u6ce8\u6642\u306e\u6ce8\u610f\u70b9\u3068\u30ea\u30b9\u30af\u7ba1\u7406\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u5916\u6ce8\u306b\u306f\u3001\u901a\u5e38\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3068\u306f\u7570\u306a\u308b\u56fa\u6709\u306e\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ea\u30b9\u30af\u3092\u4e8b\u524d\u306b\u8a8d\u8b58\u3057\u3001\u5951\u7d04\u3084\u9032\u3081\u65b9\u3067\u9069\u5207\u306b\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u304c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5931\u6557\u3092\u9632\u3050\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n

\n

PoC\u6210\u529f\u57fa\u6e96\u306e\u660e\u78ba\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u3082\u591a\u3044\u30c8\u30e9\u30d6\u30eb\u306e\u4e00\u3064\u304c\u300cPoC\u3092\u5b9f\u65bd\u3057\u305f\u304c\u672c\u756a\u958b\u767a\u306b\u9032\u3080\u5224\u65ad\u57fa\u6e96\u304c\u66d6\u6627\u3067\u3001\u8cbb\u7528\u3060\u3051\u304b\u304b\u3063\u305f\u300d\u3068\u3044\u3046\u30b1\u30fc\u30b9\u3067\u3059\u3002\u3053\u308c\u3092\u9632\u3050\u305f\u3081\u306b\u3001PoC\u958b\u59cb\u524d\u306b\u300c\u4f55\u3092\u6301\u3063\u3066\u6210\u529f\u3068\u3059\u308b\u304b\u300d\u3092\u6570\u5024\u76ee\u6a19\u3068\u3057\u3066\u660e\u78ba\u306b\u8a2d\u5b9a\u3057\u3001\u5951\u7d04\u66f8\u307e\u305f\u306f\u5408\u610f\u66f8\u306b\u8a18\u8f09\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u6210\u529f\u57fa\u6e96\u306e\u4f8b\u3068\u3057\u3066\u306f\u300c\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf1\u4e07\u4ef6\u3067F1\u30b9\u30b3\u30a20.80\u4ee5\u4e0a\u300d\u300c\u65e2\u5b58\u306e\u624b\u52d5\u51e6\u7406\u3068\u6bd4\u8f03\u3057\u3066\u51e6\u7406\u6642\u9593\u309270%\u4ee5\u4e0a\u524a\u6e1b\u300d\u300c\u6708\u9593\u30b3\u30b9\u30c8\u524a\u6e1b\u984d\u304c100\u4e07\u5186\u4ee5\u4e0a\u306e\u898b\u8fbc\u307f\u304c\u3042\u308b\u300d\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u6210\u529f\u57fa\u6e96\u3092\u767a\u6ce8\u8005\u30fb\u53d7\u6ce8\u8005\u306e\u53cc\u65b9\u304c\u540c\u610f\u3057\u305f\u4e0a\u3067PoC\u958b\u59cb\u3059\u308b\u3053\u3068\u3067\u3001\u300cPoC\u5b8c\u4e86\u5f8c\u306e\u5224\u65ad\u304c\u611f\u60c5\u8ad6\u306b\u306a\u308b\u300d\u3068\u3044\u3046\u30ea\u30b9\u30af\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002\u306a\u304a\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u7279\u6027\u4e0a\u3001\u76ee\u6a19\u7cbe\u5ea6\u306e\u9054\u6210\u306b\u306f\u4e00\u5b9a\u306e\u8a66\u884c\u56de\u6570\u304c\u5fc5\u8981\u3067\u3042\u308b\u305f\u3081\u3001\u300c1\u56de\u306e\u8a66\u307f\u3067\u9054\u6210\u3067\u304d\u306a\u304b\u3063\u305f\u5834\u5408\u306e\u8ffd\u52a0\u5bfe\u5fdc\u30eb\u30fc\u30eb\u300d\u3082\u4e8b\u524d\u306b\u5408\u610f\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c7\u30fc\u30bf\u306e\u6a29\u5229\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\n

\u30e2\u30c7\u30eb\u306e\u8aac\u660e\u53ef\u80fd\u6027\u30fb\u30d0\u30a4\u30a2\u30b9\u5bfe\u7b56<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
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\n

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