{"id":2249,"date":"2026-04-09T12:24:27","date_gmt":"2026-04-09T09:24:27","guid":{"rendered":"https:\/\/shareai.now\/?p=2249"},"modified":"2026-04-14T03:20:13","modified_gmt":"2026-04-14T00:20:13","slug":"ai%e3%83%90%e3%83%83%e3%82%af%e3%82%a8%e3%83%b3%e3%83%89%e3%82%a2%e3%83%bc%e3%82%ad%e3%83%86%e3%82%af%e3%83%81%e3%83%a3saas","status":"publish","type":"post","link":"https:\/\/shareai.now\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e6%b4%9e%e5%af%9f\/ai%e3%83%90%e3%83%83%e3%82%af%e3%82%a8%e3%83%b3%e3%83%89%e3%82%a2%e3%83%bc%e3%82%ad%e3%83%86%e3%82%af%e3%83%81%e3%83%a3saas\/","title":{"rendered":"SaaS\u306e\u305f\u3081\u306e\u5b8c\u74a7\u306aAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u3069\u306e\u3088\u3046\u306b\u8a2d\u8a08\u3059\u308b\u304b\uff1f"},"content":{"rendered":"<p>\u8a2d\u8a08\u3059\u308b <strong>\u3042\u306a\u305f\u306eSaaS\u306e\u305f\u3081\u306e\u5b8c\u74a7\u306aAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> \u306f\u300c\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u300d\u4ee5\u4e0a\u306e\u3082\u306e\u3067\u3059\u3002\u305d\u308c\u306f\u3001\u5805\u7262\u3067\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u95a2\u3059\u308b\u3082\u306e\u3067\u3059\u3002 <strong>\u30b9\u30b1\u30fc\u30eb\u3059\u308b<\/strong>, <strong>\u8ce2\u304f\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3059\u308b<\/strong>, \u3001\u305d\u3057\u3066 <strong>\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3068\u30b3\u30b9\u30c8\u3092\u5236\u5fa1\u3059\u308b<\/strong>\u20141\u3064\u306e\u30d9\u30f3\u30c0\u30fc\u306b\u7e1b\u3089\u308c\u308b\u3053\u3068\u306a\u304f\u3002\u3053\u306e\u30ac\u30a4\u30c9\u306f\u3001\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u53ef\u89b3\u6e2c\u6027\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30d2\u30f3\u30c8\u3068\u3068\u3082\u306b\u3001\u5fc5\u8981\u306a\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u8981\u7d04\u3057\u3066\u3044\u307e\u3059\u2014\u3055\u3089\u306b\u3001 <strong>\u30b7\u30a7\u30a2AI<\/strong> \u3088\u308a\u8fc5\u901f\u304b\u3064\u81ea\u4fe1\u3092\u6301\u3063\u3066\u51fa\u8377\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u76ee\u7684\u306b\u7279\u5316\u3057\u305f\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u5206\u6790\u30ec\u30a4\u30e4\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><em>9. \u6210\u529f\u3092\u5b9a\u7fa9\u3057\u3001\u5c0f\u3055\u306a\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3057\u3001\u5b9f\u969b\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3067A\/B\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001\u6a5f\u80fd\u3054\u3068\u306b\u6c7a\u5b9a\u3057\u307e\u3059\u3002ShareAI\u3092\u4f7f\u7528\u3057\u3066\u5019\u88dc\u3092\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001<\/em> \u6a19\u6e96\u5316\u3059\u308b <strong>\u7d71\u4e00\u3055\u308c\u305fAPI\u30ec\u30a4\u30e4\u30fc\u306b<\/strong>, \u3001\u8ffd\u52a0\u3059\u308b <strong>\u30dd\u30ea\u30b7\u30fc\u99c6\u52d5\u578b\u30e2\u30c7\u30eb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>, \u3001\u5b9f\u884c\u3059\u308b <strong>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u30a4\u30f3\u30d5\u30e9\u4e0a\u3067<\/strong>, \u3001\u914d\u7dda\u3059\u308b <strong>\u53ef\u89b3\u6e2c\u6027\u3068\u4e88\u7b97<\/strong>, \u3001\u304a\u3088\u3073\u65bd\u884c <strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 + \u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/strong> \u521d\u65e5\u304b\u3089\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305c\u3042\u306a\u305f\u306eSaaS\u306b\u306f\u3088\u304f\u8a2d\u8a08\u3055\u308c\u305fAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u5fc5\u8981\u306a\u306e\u304b<\/h2>\n\n\n\n<p>\u307b\u3068\u3093\u3069\u306e\u30c1\u30fc\u30e0\u306f\u5358\u4e00\u30e2\u30c7\u30eb\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u4f7f\u7528\u91cf\u304c\u5897\u3048\u308b\u306b\u3064\u308c\u3066\u3001\u6b21\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63a8\u8ad6\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong> \u30e6\u30fc\u30b6\u30fc\u91cf\u304c\u6025\u5897\u3057\u3001\u30b9\u30d1\u30a4\u30af\u3059\u308b\u969b\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u30de\u30eb\u30c1\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30cb\u30fc\u30ba<\/strong> \u4fa1\u683c\u3001\u53ef\u7528\u6027\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u591a\u69d8\u6027\u306e\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u30b3\u30b9\u30c8\u306e\u53ef\u8996\u6027<\/strong> \u6a5f\u80fd\u3001\u30c6\u30ca\u30f3\u30c8\u3001\u74b0\u5883\u5168\u4f53\u3067\u306e\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3002.<\/li>\n\n\n\n<li><strong>\u67d4\u8edf\u6027<\/strong> \u65b0\u3057\u3044\u30e2\u30c7\u30eb\/\u6a5f\u80fd\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u30d3\u30b8\u30e7\u30f3\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u3001\u30c4\u30fc\u30eb\uff09\u3092\u518d\u69cb\u7bc9\u306a\u3057\u3067\u63a1\u7528\u3059\u308b\u305f\u3081\u306b\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u5f37\u529b\u306aAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c\u306a\u3051\u308c\u3070\u3001\u6b21\u306e\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059 <strong>1. \u30dc\u30c8\u30eb\u30cd\u30c3\u30af<\/strong>, <strong>2. \u4e88\u6e2c\u4e0d\u53ef\u80fd\u306a\u8acb\u6c42\u66f8<\/strong>, \u3001\u305d\u3057\u3066 <strong>3. \u9650\u3089\u308c\u305f\u6d1e\u5bdf<\/strong> 4. \u4f55\u304c\u6a5f\u80fd\u3057\u3066\u3044\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u3002\u3088\u304f\u8a2d\u8a08\u3055\u308c\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u9078\u629e\u80a2\u306e\u5e45\u3092\u5e83\u3052\uff08\u30d9\u30f3\u30c0\u30fc\u30ed\u30c3\u30af\u30a4\u30f3\u306a\u3057\uff09\u3001\u540c\u6642\u306b <strong>5. \u30dd\u30ea\u30b7\u30fc\u30d9\u30fc\u30b9\u306e\u5236\u5fa1<\/strong> 6. \u30b3\u30b9\u30c8\u3001\u9045\u5ef6\u3001\u4fe1\u983c\u6027\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7. AI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">8. 1) \u7d71\u4e00API\u30ec\u30a4\u30e4\u30fc<\/h3>\n\n\n\n<p>A <strong>9. \u5358\u4e00\u3067\u6b63\u898f\u5316\u3055\u308c\u305fAPI<\/strong> 10. \u30c6\u30ad\u30b9\u30c8\u3001\u30d3\u30b8\u30e7\u30f3\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u3001\u57cb\u3081\u8fbc\u307f\u3001\u30c4\u30fc\u30eb\u7528\u306eAPI\u306b\u3088\u308a\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30c1\u30fc\u30e0\u306f\u3069\u306e\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u88cf\u3067\u52d5\u4f5c\u3057\u3066\u3044\u308b\u304b\u3092\u6c17\u306b\u305b\u305a\u306b\u6a5f\u80fd\u3092\u51fa\u8377\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>11. \u5b9f\u88c5\u3059\u3079\u304d\u3053\u3068<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A <strong>12. \u5165\u529b\/\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u305f\u3081\u306e\u6a19\u6e96\u30b9\u30ad\u30fc\u30de\u3001\u3055\u3089\u306b\u4e00\u8cab\u3057\u305f\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3002<\/strong> 13. \u30e2\u30c7\u30eb\u30a8\u30a4\u30ea\u30a2\u30b9.<\/li>\n\n\n\n<li><strong>14. \uff08\u4f8b\u3001<\/strong> \uff08\u4f8b\uff1a, <code>\u30dd\u30ea\u30b7\u30fc:\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/code>) \u6a5f\u80fd\u304c\u30d9\u30f3\u30c0\u30fcID\u3092\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30b9\u30ad\u30fc\u30de<\/strong> \u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u5909\u66f4\u305b\u305a\u306b\u30e2\u30c7\u30eb\u3092\u5909\u66f4\u3059\u308b\u305f\u3081\u306b\u3002.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u30ea\u30bd\u30fc\u30b9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30e2\u30c7\u30eb (\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">API\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2) \u30e2\u30c7\u30eb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n\n\n\n<p><strong>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong> \u5404\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u9078\u629e\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u5fc5\u9808\u4e8b\u9805<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30eb\u30fc\u30eb<\/strong> \u306b\u3088\u3063\u3066 <strong>\u30b3\u30b9\u30c8<\/strong>, <strong>\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc (p95)<\/strong>, <strong>\u4fe1\u983c\u6027<\/strong>, \u3001\u5730\u57df\/\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3001\u307e\u305f\u306f\u6a5f\u80fdSLO\u3002.<\/li>\n\n\n\n<li><strong>A\/B\u30c6\u30b9\u30c8<\/strong> \u3068 <strong>\u30b7\u30e3\u30c9\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af<\/strong> \u30e2\u30c7\u30eb\u3092\u5b89\u5168\u306b\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u81ea\u52d5\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af<\/strong> \u3068 <strong>\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u306e\u5e73\u6ed1\u5316<\/strong> SLA\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li>\u4e2d\u592e <strong>\u30e2\u30c7\u30eb\u8a31\u53ef\u30ea\u30b9\u30c8<\/strong> \u30d7\u30e9\u30f3\/\u30c6\u30a3\u30a2\u3054\u3068\u306b\u3001\u305d\u3057\u3066 <strong>\u6a5f\u80fd\u3054\u3068\u306e\u30dd\u30ea\u30b7\u30fc<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p><strong>ShareAI\u3092\u4f7f\u7528\u3057\u3066<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u3059\u308b <strong>\u30dd\u30ea\u30b7\u30fc\u99c6\u52d5\u306e\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong> \uff08\u6700\u5b89\/\u6700\u901f\/\u4fe1\u983c\u6027\/\u6e96\u62e0\uff09\u3001, <strong>\u5373\u6642\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc<\/strong>, \u3001\u305d\u3057\u3066 <strong>\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u306e\u5e73\u6ed1\u5316<\/strong>\u2014\u30ab\u30b9\u30bf\u30e0\u63a5\u7740\u5264\u306f\u4e0d\u8981\u3067\u3059\u3002.<\/li>\n\n\n\n<li>\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b <strong>8. TL;DR:<\/strong>.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3) \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/h3>\n\n\n\n<p>AI\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u5909\u52d5\u3057\u307e\u3059\u3002\u5f3e\u529b\u7684\u306a\u30b9\u30b1\u30fc\u30eb\u3068\u56de\u5fa9\u529b\u3092\u8003\u616e\u3057\u3066\u8a2d\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<\/p>\n\n\n\n<p><strong>\u6a5f\u80fd\u3059\u308b\u30d1\u30bf\u30fc\u30f3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u30ef\u30fc\u30ab\u30fc<\/strong> \uff08\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30ca\uff09+ <strong>\u30ad\u30e5\u30fc<\/strong> \u975e\u540c\u671f\u30b8\u30e7\u30d6\u7528\u3002.<\/li>\n\n\n\n<li><strong>\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0<\/strong> \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aUX\u7528\uff1b; <strong>\u30d0\u30c3\u30c1\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong> \u5927\u91cf\u30bf\u30b9\u30af\u7528\u3002.<\/li>\n\n\n\n<li><strong>\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0<\/strong> \uff08\u6c7a\u5b9a\u8ad6\u7684\/\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\uff09\u3001, <strong>\u30d0\u30c3\u30c1\u51e6\u7406<\/strong>, \u3001\u305d\u3057\u3066 <strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u5727\u7e2e<\/strong> \u30b3\u30b9\u30c8\/\u9045\u5ef6\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u3002.<\/li>\n\n\n\n<li><strong>RAG\u5bfe\u5fdc<\/strong> \u30d5\u30c3\u30af\uff08\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30c4\u30fc\u30eb\/\u95a2\u6570\u547c\u3073\u51fa\u3057\u3001\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\uff09\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4) \u76e3\u8996\u3068\u53ef\u89b3\u6e2c\u6027<\/h3>\n\n\n\n<p>\u6e2c\u5b9a\u3057\u306a\u3044\u3082\u306e\u306f\u6700\u9069\u5316\u3067\u304d\u307e\u305b\u3093\u3002\u8ffd\u8de1\u3059\u308b\u9805\u76ee\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>p50\/p95 \u30ec\u30a4\u30c6\u30f3\u30b7\u30fc<\/strong>, <strong>\u6210\u529f\/\u30a8\u30e9\u30fc\u7387<\/strong>, <strong>\u30b9\u30ed\u30c3\u30c8\u30ea\u30f3\u30b0<\/strong>.<\/li>\n\n\n\n<li><strong>\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf<\/strong> \u3068 <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>; <strong>\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306e\u30b3\u30b9\u30c8<\/strong> \u304a\u3088\u3073 <strong>\u6a5f\u80fd\/\u30c6\u30ca\u30f3\u30c8\/\u30d7\u30e9\u30f3\u3054\u3068<\/strong>.<\/li>\n\n\n\n<li><strong>\u30a8\u30e9\u30fc\u5206\u985e<\/strong> \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u6b63\u5e38\u6027\/\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3002.<\/li>\n<\/ul>\n\n\n\n<p><strong>ShareAI\u3092\u4f7f\u7528\u3057\u3066<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u624b <strong>\u7d71\u4e00\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/strong> \u4f7f\u7528\u91cf\u3001\u30b3\u30b9\u30c8\u3001\u4fe1\u983c\u6027\u306e\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u30bf\u30b0\u4ed8\u3051 <code>\u6a5f\u80fd<\/code>, <code>\u30c6\u30ca\u30f3\u30c8<\/code>, <code>\u8a08\u753b<\/code>, <code>\u5730\u57df<\/code>, \u3001\u305d\u3057\u3066 <code>\u30e2\u30c7\u30eb<\/code> \u9ad8\u4fa1\u306a\u3082\u306e\u3068\u9045\u3044\u3082\u306e\u3092\u8fc5\u901f\u306b\u7b54\u3048\u308b\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li>\u30b3\u30f3\u30bd\u30fc\u30eb\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8868\u793a <a href=\"https:\/\/shareai.now\/docs\/about-shareai\/console\/glance\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9<\/a>.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5) \u30b3\u30b9\u30c8\u7ba1\u7406\u3068\u6700\u9069\u5316<\/h3>\n\n\n\n<p>AI\u30b3\u30b9\u30c8\u306f\u4f7f\u7528\u91cf\u3084\u30e2\u30c7\u30eb\u306e\u5909\u66f4\u306b\u4f34\u3044\u5909\u52d5\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3092\u7d44\u307f\u8fbc\u3080\u3002.<\/p>\n\n\n\n<p><strong>\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e88\u7b97\u3001\u30af\u30a9\u30fc\u30bf\u3001\u30a2\u30e9\u30fc\u30c8<\/strong> \u30c6\u30ca\u30f3\u30c8\/\u6a5f\u80fd\/\u30d7\u30e9\u30f3\u3054\u3068\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u30dd\u30ea\u30b7\u30fc\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong> \u5bfe\u8a71\u578b\u30d5\u30ed\u30fc\u3092\u9ad8\u901f\u306b\u4fdd\u3061\u3001\u30d0\u30c3\u30c1\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b89\u4fa1\u306b\u3059\u308b\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u4e88\u6e2c<\/strong> \u30e6\u30cb\u30c3\u30c8\u30a8\u30b3\u30ce\u30df\u30af\u30b9; \u30c8\u30e9\u30c3\u30ad\u30f3\u30b0 <strong>\u7c97\u5229\u76ca\u7387<\/strong> \u6a5f\u80fd\u5225\u3002.<\/li>\n\n\n\n<li><strong>\u8acb\u6c42\u30d3\u30e5\u30fc<\/strong> \u652f\u51fa\u3092\u8abf\u6574\u3057\u3001\u9a5a\u304d\u3092\u9632\u3050\u305f\u3081\u306b\u3002.<\/li>\n<\/ul>\n\n\n\n<p><strong>ShareAI\u3092\u4f7f\u7528\u3057\u3066<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e88\u7b97\u3068\u4e0a\u9650\u3092\u8a2d\u5b9a\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u53d7\u3051\u53d6\u308a\u3001\u30b3\u30b9\u30c8\u3092\u8abf\u6574\u3059\u308b <a href=\"https:\/\/console.shareai.now\/app\/billing\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u8acb\u6c42\u3068\u8acb\u6c42\u66f8<\/a>.<\/li>\n\n\n\n<li>\u4fa1\u683c\/\u6027\u80fd\u3067\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30e2\u30c7\u30eb<\/a>.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6) \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/h3>\n\n\n\n<p>AI\u3092\u8cac\u4efb\u3092\u6301\u3063\u3066\u51fa\u8377\u3059\u308b\u306b\u306f\u3001\u5f37\u529b\u306a\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u5fc5\u9808\u4e8b\u9805<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30ad\u30fc\u7ba1\u7406\u3068RBAC<\/strong> \uff08\u4e2d\u592e\u3067\u56de\u8ee2; \u30d7\u30e9\u30f3\/\u30c6\u30ca\u30f3\u30c8\u30b9\u30b3\u30fc\u30d7; BYO\u30ad\u30fc\uff09\u3002.<\/li>\n\n\n\n<li><strong>PII\u306e\u53d6\u308a\u6271\u3044<\/strong> \uff08\u7de8\u96c6\/\u30c8\u30fc\u30af\u30f3\u5316\uff09\u3001\u30d5\u30e9\u30a4\u30c8\u4e2d\/\u4fdd\u5b58\u4e2d\u306e\u6697\u53f7\u5316\u3002.<\/li>\n\n\n\n<li><strong>\u5730\u57df\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong> \uff08EU\/US\uff09\u3001\u30ed\u30b0\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u3001\u76e3\u67fb\u8a3c\u8de1\u3002.<\/li>\n<\/ul>\n\n\n\n<p><strong>ShareAI\u3092\u4f7f\u7528\u3057\u3066<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ad\u30fc\u306e\u4f5c\u6210\/\u56de\u8ee2 <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">API\u30ad\u30fc\u3092\u4f5c\u6210<\/a>.<\/li>\n\n\n\n<li>\u5730\u57df\u5bfe\u5fdc\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u5f37\u5236\u3057\u3001\u30c6\u30ca\u30f3\u30c8\/\u30d7\u30e9\u30f3\u3054\u3068\u306b\u30b9\u30b3\u30fc\u30d7\u3092\u8a2d\u5b9a\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u6982\u8981\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8<\/strong>: \u30af\u30e9\u30a4\u30a2\u30f3\u30c8 \u2192 \u30a2\u30d7\u30eaAPI \u2192 <strong>ShareAI\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\uff08\u30dd\u30ea\u30b7\u30fc\uff1a\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u6700\u9069\u5316\uff09<\/strong> \u2192 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc \u2192 SSE\u30b9\u30c8\u30ea\u30fc\u30e0 \u2192 \u30ed\u30b0\/\u30e1\u30c8\u30ea\u30af\u30b9\u3002.<\/li>\n\n\n\n<li><strong>\u30d0\u30c3\u30c1\/RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>: \u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc \u2192 \u30ad\u30e5\u30fc \u2192 \u30ef\u30fc\u30ab\u30fc \u2192 <strong>ShareAI\uff08\u30dd\u30ea\u30b7\u30fc\uff1a\u30b3\u30b9\u30c8\u6700\u9069\u5316\uff09<\/strong> \u2192 \u30d9\u30af\u30bfDB\/\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc \u2192 \u30b3\u30fc\u30eb\u30d0\u30c3\u30af\/\u30a6\u30a7\u30d6\u30d5\u30c3\u30af \u2192 \u30e1\u30c8\u30ea\u30af\u30b9\u3002.<\/li>\n\n\n\n<li><strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30c8<\/strong>: \u30c6\u30ca\u30f3\u30c8\u30b9\u30b3\u30fc\u30d7\u306e\u30ad\u30fc\u3001, <strong>\u30d7\u30e9\u30f3\u30b9\u30b3\u30fc\u30d7\u306e\u30dd\u30ea\u30b7\u30fc<\/strong>, \u3001\u4e88\u7b97\/\u30a2\u30e9\u30fc\u30c8\u3001, <strong>\u5730\u57df\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>, \u3001\u4e2d\u592e\u76e3\u67fb\u30ed\u30b0\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u88c5\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\uff08\u672c\u756a\u5bfe\u5fdc\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30dd\u30ea\u30b7\u30fc<\/strong> \u6a5f\u80fd\u3054\u3068\u306b\u5b9a\u7fa9\u6e08\u307f\uff1b; <strong>\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af<\/strong> \u30c6\u30b9\u30c8\u6e08\u307f\u3002.<\/li>\n\n\n\n<li><strong>\u30af\u30a9\u30fc\u30bf\/\u4e88\u7b97<\/strong> \u8a2d\u5b9a\u6e08\u307f\uff1b; <strong>\u30a2\u30e9\u30fc\u30c8<\/strong> \u30aa\u30f3\u30b3\u30fc\u30eb\u3068\u8acb\u6c42\u306b\u63a5\u7d9a\u6e08\u307f\u3002.<\/li>\n\n\n\n<li><strong>\u53ef\u89b3\u6e2c\u6027\u30bf\u30b0<\/strong> \u6a19\u6e96\u5316\u6e08\u307f\uff1bp95\u3001\u6210\u529f\u7387\u3001$\/1K\u30c8\u30fc\u30af\u30f3\u7528\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304c\u7a3c\u50cd\u4e2d\u3002.<\/li>\n\n\n\n<li><strong>\u79d8\u5bc6\u3092\u96c6\u4e2d\u7ba1\u7406<\/strong>; \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u305f\u3081\u306e\u5730\u57df\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0 + \u4fdd\u6301\u8a2d\u5b9a\u3002.<\/li>\n\n\n\n<li><strong>\u5c55\u958b<\/strong> A\/B + \u30b7\u30e3\u30c9\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u901a\u3058\u3066; <strong>\u8a55\u4fa1<\/strong> \u56de\u5e30\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 &amp; \u30e9\u30f3\u30d6\u30c3\u30af<\/strong> \u66f4\u65b0\u6e08\u307f; \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u304a\u3088\u3073\u5909\u66f4\u7ba1\u7406\u306e\u6e96\u5099\u5b8c\u4e86\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\uff08\u30b3\u30fc\u30c9\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">JavaScript\uff08fetch\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/**<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">Python\uff08requests\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\"\"\"<\/code><\/pre>\n\n\n\n<p><a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u8a8d\u8a3c (\u30b5\u30a4\u30f3\u30a4\u30f3 \/ \u30b5\u30a4\u30f3\u30a2\u30c3\u30d7)<\/a> \u2022 <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">API\u30ad\u30fc\u3092\u4f5c\u6210<\/a> \u2022 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u8a66\u3059<\/a> \u2022 <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30ea\u30ea\u30fc\u30b9<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI\u304c\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u69cb\u7bc9\u3092\u652f\u63f4\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n<p><strong>\u30b7\u30a7\u30a2AI<\/strong> \u306f <strong>\u30e2\u30c7\u30eb\u8a8d\u8b58\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4<\/strong> \u3068 <strong>\u5206\u6790\u30ec\u30a4\u30e4\u30fc<\/strong> \u3068 <strong>150\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3059\u308b1\u3064\u306eAPI<\/strong>, <strong>\u30dd\u30ea\u30b7\u30fc\u99c6\u52d5\u306e\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>, <strong>\u5373\u6642\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc<\/strong>, \u3001\u305d\u3057\u3066 <strong>\u7d71\u4e00\u3055\u308c\u305f\u30b3\u30b9\u30c8\u76e3\u8996<\/strong>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7d71\u4e00\u3055\u308c\u305fAPI\u3068\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0:<\/strong> \u9078\u629e <strong>\u6700\u5b89\/\u6700\u901f\/\u4fe1\u983c\u6027\/\u6e96\u62e0<\/strong> \u6a5f\u80fd\u3054\u3068\u307e\u305f\u306f\u30c6\u30ca\u30f3\u30c8\u3054\u3068\u306b\u3002.<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u72b6\u6cc1\u3068\u30b3\u30b9\u30c8\u5206\u6790:<\/strong> \u652f\u51fa\u3092\u5272\u308a\u5f53\u3066\u308b <strong>\u6a5f\u80fd \/ \u30e6\u30fc\u30b6\u30fc \/ \u30c6\u30ca\u30f3\u30c8 \/ \u30d7\u30e9\u30f3<\/strong>; \u8ffd\u8de1 <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>.<\/li>\n\n\n\n<li><strong>\u652f\u51fa\u7ba1\u7406\uff1a<\/strong> \u4e88\u7b97\u3001\u30af\u30a9\u30fc\u30bf\u3001\u304a\u3088\u3073 <strong>\u30a2\u30e9\u30fc\u30c8<\/strong> \u3042\u3089\u3086\u308b\u30ec\u30d9\u30eb\u3067\u3002.<\/li>\n\n\n\n<li><strong>\u30ad\u30fc\u7ba1\u7406\u3068RBAC:<\/strong> \u30d7\u30e9\u30f3\/\u30c6\u30ca\u30f3\u30c8\u306e\u30b9\u30b3\u30fc\u30d7\u3068\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3002.<\/li>\n\n\n\n<li><strong>\u30ec\u30b8\u30ea\u30a8\u30f3\u30b9:<\/strong> \u30ec\u30fc\u30c8\u5236\u9650\u306e\u5e73\u6ed1\u5316\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u30b5\u30fc\u30ad\u30c3\u30c8\u30d6\u30ec\u30fc\u30ab\u30fc\u3001SLO\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u81ea\u4fe1\u3092\u6301\u3063\u3066\u69cb\u7bc9\u3059\u308b\u2014\u59cb\u3081\u308b <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>, \u3001\u30c6\u30b9\u30c8\u3092\u884c\u3044 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9<\/a>, \u3001\u305d\u3057\u3066\u7d9a\u3051\u308b <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30ea\u30ea\u30fc\u30b9<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ: SaaS\u5411\u3051AI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u30ed\u30f3\u30b0\u30c6\u30fc\u30eb\uff09<\/h2>\n\n\n\n<p><strong>SaaS\u5411\u3051AI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong> \u672c\u756a\u5bfe\u5fdc\u306e\u3001, <strong>\u30de\u30eb\u30c1\u30e2\u30c7\u30eb<\/strong> \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3067\u3001\u7d71\u4e00\u3055\u308c\u305fAPI\u3001\u30e2\u30c7\u30eb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30a4\u30f3\u30d5\u30e9\u3001\u53ef\u89b3\u6e2c\u6027\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>LLM\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 vs API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4 vs \u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u2014\u4f55\u304c\u9055\u3046\u306e\u304b\uff1f<\/strong> API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u30c8\u30e9\u30f3\u30b9\u30dd\u30fc\u30c8\u3092\u51e6\u7406\u3057\u307e\u3059\uff1b; <strong>LLM\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4<\/strong> \u304c\u8ffd\u52a0\u3057\u307e\u3059 <strong>\u30e2\u30c7\u30eb\u5bfe\u5fdc\u306e<\/strong> \u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30c8\u30fc\u30af\u30f3\/\u30b3\u30b9\u30c8\u306e\u30c6\u30ec\u30e1\u30c8\u30ea\u3001\u304a\u3088\u3073 <strong>\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u9593\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u3092<\/strong> \u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u30e2\u30c7\u30eb\u3092\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3001\u81ea\u52d5\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong> \u5b9a\u7fa9\u3059\u308b <strong>\u30dd\u30ea\u30b7\u30fc<\/strong> \uff08\u6700\u5b89\u3001\u6700\u901f\u3001\u4fe1\u983c\u6027\u3001\u6e96\u62e0\uff09\u3002\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30d0\u30c3\u30af\u30aa\u30d5\u3001 <strong>\u30b5\u30fc\u30ad\u30c3\u30c8\u30d6\u30ec\u30fc\u30ab\u30fc\u3092\u4f7f\u7528\u3057\u3066<\/strong> \u81ea\u52d5\u7684\u306b\u30eb\u30fc\u30c8\u5909\u66f4\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u9593\u3067p95\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3068\u6210\u529f\u7387\u3092\u3069\u306e\u3088\u3046\u306b\u76e3\u8996\u3057\u307e\u3059\u304b\uff1f<\/strong> \u3059\u3079\u3066\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u30bf\u30b0\u3092\u4ed8\u3051\u3066\u3001 <strong>11. $ per 1K tokens<\/strong>, \u6210\u529f\/\u30a8\u30e9\u30fc\u3001\u30b9\u30ed\u30c3\u30c8\u30ea\u30f3\u30b0\u3092\u7d71\u4e00\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u78ba\u8a8d\u3057\u307e\u3059\uff08\u53c2\u7167 <a href=\"https:\/\/shareai.now\/docs\/about-shareai\/console\/glance\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9<\/a>).<\/p>\n\n\n\n<p><strong>AI\u30b3\u30b9\u30c8\u3092\u3069\u306e\u3088\u3046\u306b\u7ba1\u7406\u3057\u307e\u3059\u304b\uff1f<\/strong> \u8a2d\u5b9a <strong>\u4e88\u7b97\/\u30af\u30a9\u30fc\u30bf\/\u30a2\u30e9\u30fc\u30c8<\/strong> \u30c6\u30ca\u30f3\u30c8\/\u6a5f\u80fd\/\u30d7\u30e9\u30f3\u3054\u3068\u306b\u3001\u30d0\u30c3\u30c1\u3092\u30eb\u30fc\u30c8\u306b\u9001\u4fe1\u3057\u3066 <strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/strong> \u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3001\u6e2c\u5b9a\u3057\u307e\u3059 <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong> \u306b\u304a\u3044\u3066 <a href=\"https:\/\/console.shareai.now\/app\/billing\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">\u8acb\u6c42<\/a>.<\/p>\n\n\n\n<p><strong>\u521d\u65e5\u304b\u3089RAG\u3068\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/strong> \u5fc5\u305a\u3057\u3082\u305d\u3046\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30ea\u30fc\u30f3\u3067\u7d71\u4e00\u3055\u308c\u305fAPI + \u30dd\u30ea\u30b7\u30fc\u304b\u3089\u59cb\u3081\u3001\u53d6\u5f97\u54c1\u8cea\u304c\u7d50\u679c\u3092\u5927\u5e45\u306b\u6539\u5584\u3059\u308b\u5834\u5408\u306bRAG\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u72ec\u81ea\u306eLLM\u3092\u6df7\u5728\u3055\u305b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong> \u306f\u3044\u2014\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30b9\u30ad\u30fc\u30de\u3092\u5b89\u5b9a\u3055\u305b\u3001 <strong>\u30e2\u30c7\u30eb\u3092\u4ea4\u63db\u3059\u308b<\/strong> \u4fa1\u683c\/\u6027\u80fd\u306e\u5229\u70b9\u3092\u5f97\u308b\u305f\u3081\u306b\u30a8\u30a4\u30ea\u30a2\u30b9\/\u30dd\u30ea\u30b7\u30fc\u3092\u4ecb\u3057\u3066\u3002.<\/p>\n\n\n\n<p><strong>\u5358\u4e00\u30d7\u30ed\u30d0\u30a4\u30c0\u30fcSDK\u304b\u3089\u3069\u306e\u3088\u3046\u306b\u79fb\u884c\u3057\u307e\u3059\u304b\uff1f<\/strong> \u62bd\u8c61\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3001SDK\u547c\u3073\u51fa\u3057\u3092\u7f6e\u304d\u63db\u3048\u3001 <strong>\u7d71\u4e00\u3055\u308c\u305fAPI<\/strong>, \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u56fa\u6709\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u307e\u3059\u3002A\/B + \u30b7\u30e3\u30c9\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u672c\u756a\u74b0\u5883\u3067\u91cd\u8981\u306a\u6307\u6a19\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong> <strong>p95\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc<\/strong>, <strong>\u6210\u529f\u7387<\/strong>, <strong>\u30b9\u30ed\u30c3\u30c8\u30ea\u30f3\u30b0<\/strong>, <strong>12. \u3092\u8ffd\u8de1\u3057\u3001\u305d\u306e\u5f8c<\/strong>, \u3001\u305d\u3057\u3066 <strong>\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306e\u30b3\u30b9\u30c8<\/strong>\u2014\u3059\u3079\u3066\u3092\u4ee5\u4e0b\u3067\u5206\u5272\u3057\u3066 <strong>\u6a5f\u80fd\/\u30c6\u30ca\u30f3\u30c8\/\u30d7\u30e9\u30f3\/\u5730\u57df<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>\u30e2\u30c7\u30eb\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u52d5\u4f5c\u3059\u308b <strong>\u3042\u306a\u305f\u306eSaaS\u306e\u305f\u3081\u306e\u5b8c\u74a7\u306aAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> \u306f <strong>\u7d71\u4e00\u3055\u308c\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u3001\u89b3\u6e2c\u53ef\u80fd\u3067\u3001\u7d4c\u6e08\u7684\u3067\u3001\u7ba1\u7406\u3055\u308c\u3066\u3044\u307e\u3059<\/strong>. \u3002\u30e2\u30c7\u30eb\u8a8d\u8b58\u30ec\u30a4\u30e4\u30fc\u3092\u901a\u3058\u3066\u30a2\u30af\u30bb\u30b9\u3092\u96c6\u4e2d\u5316\u3057\u3001\u30dd\u30ea\u30b7\u30fc\u304c\u30ea\u30af\u30a8\u30b9\u30c8\u3054\u3068\u306b\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3001\u3059\u3079\u3066\u3092\u8a08\u6e2c\u3057\u3001\u4e88\u7b97\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u6700\u521d\u304b\u3089\u5f37\u5236\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p><strong>\u30b7\u30a7\u30a2AI<\/strong> \u305d\u308c\u304c\u305d\u306e\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u307e\u3059\u2014<strong>150\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3059\u308b1\u3064\u306eAPI<\/strong>, <strong>\u30dd\u30ea\u30b7\u30fc\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>, <strong>\u5373\u6642\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc<\/strong>, \u3001\u305d\u3057\u3066 <strong>8. TL;DR:<\/strong>\u2014\u305d\u306e\u305f\u3081\u3001\u4fe1\u983c\u6027\u3084\u5229\u76ca\u7387\u3092\u72a0\u7272\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u81ea\u4fe1\u3092\u6301\u3063\u3066\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u8fc5\u901f\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30ec\u30d3\u30e5\u30fc\u3092\u3054\u5e0c\u671b\u3067\u3059\u304b\uff1f <a href=\"https:\/\/meet.growably.ro\/team\/shareai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas\">ShareAI\u30c1\u30fc\u30e0\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4e88\u7d04\u3059\u308b<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>SaaS\u306e\u305f\u3081\u306e\u5b8c\u74a7\u306aAI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u306f\u3001\u300c\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u300d\u4ee5\u4e0a\u306e\u3053\u3068\u3067\u3059\u3002\u305d\u308c\u306f\u3001\u30b9\u30b1\u30fc\u30eb\u53ef\u80fd\u3067\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3068\u30b3\u30b9\u30c8\u3092\u5236\u5fa1\u3067\u304d\u308b\u3001\u5805\u7262\u306a\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u20141\u3064\u306e\u30d9\u30f3\u30c0\u30fc\u306b\u7e1b\u3089\u308c\u308b\u3053\u3068\u306a\u304f\u3002\u3053\u306e\u30ac\u30a4\u30c9\u3067\u306f\u3001\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u53ef\u89b3\u6e2c\u6027\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30d2\u30f3\u30c8\u3068\u3068\u3082\u306b\u3001\u5fc5\u8981\u306a\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u8981\u7d04\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001ShareAI\u304c\u3069\u306e\u3088\u3046\u306b\u76ee\u7684\u306b\u7279\u5316\u3057\u305f\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u5206\u6790\u30ec\u30a4\u30e4\u30fc\u3092\u63d0\u4f9b\u3057\u3001\u81ea\u4fe1\u3092\u6301\u3063\u3066\u8fc5\u901f\u306b\u51fa\u8377\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u3082\u8aac\u660e\u3057\u307e\u3059\u3002\u8981\u7d04: \u7d71\u4e00\u3055\u308c\u305fAPI\u30ec\u30a4\u30e4\u30fc\u3092\u6a19\u6e96\u5316\u3057\u3001\u30dd\u30ea\u30b7\u30fc\u99c6\u52d5\u306e\u30e2\u30c7\u30eb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0\u3057\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u30a4\u30f3\u30d5\u30e9\u3067\u5b9f\u884c\u3057\u3001\u53ef\u89b3\u6e2c\u6027\u3068\u4e88\u7b97\u3092\u7d44\u307f\u8fbc\u307f\u3001\u521d\u65e5\u304b\u3089\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Design Your AI Backend","cta-description":"One API to 150+ models, policy routing, budgets, and unified analytics\u2014ship a reliable, cost-efficient AI backend.","cta-button-text":"Get Started Free","cta-button-link":"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=ai-backend-architecture-saas","rank_math_title":"AI Backend Architecture for SaaS: Design Guide [sai_current_year]","rank_math_description":"AI backend architecture for SaaS: unified API, model orchestration, observability, cost controls, and governance\u2014made production-ready with ShareAI.","rank_math_focus_keyword":"AI backend architecture for SaaS,multi-model AI backend,LLM gateway architecture,model orchestration,AI observability,AI cost management,data governance,regional routing,RAG architecture","footnotes":""},"categories":[6,4],"tags":[],"class_list":["post-2249","post","type-post","status-publish","format-standard","hentry","category-insights","category-developers"],"_links":{"self":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts\/2249","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/comments?post=2249"}],"version-history":[{"count":6,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts\/2249\/revisions"}],"predecessor-version":[{"id":2256,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/posts\/2249\/revisions\/2256"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/media?parent=2249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/categories?post=2249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/ja\/api\/wp\/v2\/tags?post=2249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}