{"id":89817,"date":"2026-01-08T00:49:00","date_gmt":"2026-01-07T15:49:00","guid":{"rendered":"https:\/\/www.marketresearch.co.jp\/insights\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-mordor\/"},"modified":"2026-04-03T13:42:52","modified_gmt":"2026-04-03T04:42:52","slug":"semantic-layer-and-knowledge-graph-for-agentic-ai-market-mordor","status":"publish","type":"post","link":"https:\/\/www.marketresearch.co.jp\/insights\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-mordor\/","title":{"rendered":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afAI\u5411\u3051\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u304a\u3088\u3073\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u5e02\u5834\u306e\u898f\u6a21\u30fb\u30b7\u30a7\u30a2\u5206\u6790\u3001\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u3068\u4e88\u6e2c (2025-2030\u5e74)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2026\/01\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-1753112197221-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.marketresearch.co.jp\/insights\/wp-content\/uploads\/2026\/01\/semantic-layer-and-knowledge-graph-for-agentic-ai-market-size-image-1753766986895.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">1. \u306f\u3058\u3081\u306b<\/p>\n<ul>\n<li class=\"toc-level-2\">1.1 \u8abf\u67fb\u306e\u524d\u63d0\u3068\u5e02\u5834\u306e\u5b9a\u7fa9<\/li>\n<li class=\"toc-level-2\">1.2 \u8abf\u67fb\u7bc4\u56f2<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">2. \u8abf\u67fb\u65b9\u6cd5<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">3. \u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">4. \u5e02\u5834\u6982\u6cc1<\/p>\n<ul>\n<li class=\"toc-level-2\">4.1 \u5e02\u5834\u6982\u8981<\/li>\n<li class=\"toc-level-2\">4.2 \u5e02\u5834\u306e\u63a8\u9032\u8981\u56e0\n<ul>\n<li class=\"toc-level-3\">4.2.1 LLM\u642d\u8f09\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6025\u901f\u306a\u63a1\u7528<\/li>\n<li class=\"toc-level-3\">4.2.2 \u8aac\u660e\u53ef\u80fd\u306aAI\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5fc5\u8981\u6027<\/li>\n<li class=\"toc-level-3\">4.2.3 \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u7d71\u5408\u3092\u5fc5\u8981\u3068\u3059\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30fc\u30bf\u306e\u7206\u767a\u7684\u5897\u52a0<\/li>\n<li class=\"toc-level-3\">4.2.4 \u53c2\u5165\u969c\u58c1\u3092\u4e0b\u3052\u308b\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/li>\n<li class=\"toc-level-3\">4.2.5 \u77e5\u8b58\u30b0\u30e9\u30d5\u3092\u5fc5\u8981\u3068\u3059\u308b\u30cb\u30e5\u30fc\u30ed\u30b7\u30f3\u30dc\u30ea\u30c3\u30afAI\u306e\u51fa\u73fe<\/li>\n<li class=\"toc-level-3\">4.2.6 \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3092\u300c\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u300d\u7d44\u307f\u8fbc\u3080\u793e\u5185\u958b\u767a\u8005\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.3 \u5e02\u5834\u306e\u963b\u5bb3\u8981\u56e0\n<ul>\n<li class=\"toc-level-3\">4.3.1 \u30c7\u30fc\u30bf\u30b5\u30a4\u30ed\u3068\u7d71\u5408\u306e\u8907\u96d1\u3055<\/li>\n<li class=\"toc-level-3\">4.3.2 \u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\/\u77e5\u8b58\u5de5\u5b66\u306e\u5c02\u9580\u4eba\u6750\u306e\u4e0d\u8db3\u3068\u30b3\u30b9\u30c8<\/li>\n<li class=\"toc-level-3\">4.3.3 \u6a19\u6e96\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068ROI\u6307\u6a19\u306e\u6b20\u5982<\/li>\n<li class=\"toc-level-3\">4.3.4 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u9045\u5ef6\u306e\u5236\u7d04<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u5206\u6790<\/li>\n<li class=\"toc-level-2\">4.5 \u898f\u5236\u74b0\u5883<\/li>\n<li class=\"toc-level-2\">4.6 \u6280\u8853\u7684\u5c55\u671b<\/li>\n<li class=\"toc-level-2\">4.7 \u30dd\u30fc\u30bf\u30fc\u306e5\u3064\u306e\u529b\u5206\u6790\n<ul>\n<li class=\"toc-level-3\">4.7.1 \u7af6\u4e89\u4e0a\u306e\u30e9\u30a4\u30d0\u30eb\u95a2\u4fc2<\/li>\n<li class=\"toc-level-3\">4.7.2 \u65b0\u898f\u53c2\u5165\u8005\u306e\u8105\u5a01<\/li>\n<li class=\"toc-level-3\">4.7.3 \u4f9b\u7d66\u8005\u306e\u4ea4\u6e09\u529b<\/li>\n<li class=\"toc-level-3\">4.7.4 \u8cb7\u3044\u624b\u306e\u4ea4\u6e09\u529b<\/li>\n<li class=\"toc-level-3\">4.7.5 \u4ee3\u66ff\u54c1\u306e\u8105\u5a01<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.8 \u30de\u30af\u30ed\u7d4c\u6e08\u8981\u56e0\u306e\u8a55\u4fa1<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u4e88\u6e2c\uff08\u91d1\u984d\uff09<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225\n<ul>\n<li class=\"toc-level-3\">5.1.1 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n<li class=\"toc-level-3\">5.1.2 \u30b5\u30fc\u30d3\u30b9<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \u5c55\u958b\u30e2\u30fc\u30c9\u5225\n<ul>\n<li class=\"toc-level-3\">5.2.1 \u30aa\u30f3\u30d7\u30ec\u30df\u30b9<\/li>\n<li class=\"toc-level-3\">5.2.2 \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\n<ul>\n<li class=\"toc-level-3\">5.3.1 \u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30ed\u30dc\u30c6\u30a3\u30af\u30b9<\/li>\n<li class=\"toc-level-3\">5.3.2 \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n<li class=\"toc-level-3\">5.3.3 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n<li class=\"toc-level-3\">5.3.4 \u610f\u601d\u6c7a\u5b9a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30b7\u30b9\u30c6\u30e0<\/li>\n<li class=\"toc-level-3\">5.3.5 \u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225\n<ul>\n<li class=\"toc-level-3\">5.4.1 BFSI<\/li>\n<li class=\"toc-level-3\">5.4.2 \u30d8\u30eb\u30b9\u30b1\u30a2<\/li>\n<li class=\"toc-level-3\">5.4.3 \u88fd\u9020\u696d\u3068\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0<\/li>\n<li class=\"toc-level-3\">5.4.4 \u5c0f\u58f2\u696d\u3068E\u30b3\u30de\u30fc\u30b9<\/li>\n<li class=\"toc-level-3\">5.4.5 \u653f\u5e9c\u3068\u9632\u885b<\/li>\n<li class=\"toc-level-3\">5.4.6 \u901a\u4fe1\u3068\u30e1\u30c7\u30a3\u30a2<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \u5730\u57df\u5225\n<ul>\n<li class=\"toc-level-3\">5.5.1 \u5317\u7c73<\/li>\n<li class=\"toc-level-4\">5.5.1.1 \u7c73\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.1.2 \u30ab\u30ca\u30c0<\/li>\n<li class=\"toc-level-4\">5.5.1.3 \u30e1\u30ad\u30b7\u30b3<\/li>\n<li class=\"toc-level-3\">5.5.2 \u5357\u7c73<\/li>\n<li class=\"toc-level-4\">5.5.2.1 \u30d6\u30e9\u30b8\u30eb<\/li>\n<li class=\"toc-level-4\">5.5.2.2 \u30a2\u30eb\u30bc\u30f3\u30c1\u30f3<\/li>\n<li class=\"toc-level-4\">5.5.2.3 \u305d\u306e\u4ed6\u306e\u5357\u7c73\u8af8\u56fd<\/li>\n<li class=\"toc-level-3\">5.5.3 \u30e8\u30fc\u30ed\u30c3\u30d1<\/li>\n<li class=\"toc-level-4\">5.5.3.1 \u30c9\u30a4\u30c4<\/li>\n<li class=\"toc-level-4\">5.5.3.2 \u82f1\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.3.3 \u30d5\u30e9\u30f3\u30b9<\/li>\n<li class=\"toc-level-4\">5.5.3.4 \u30ed\u30b7\u30a2<\/li>\n<li class=\"toc-level-4\">5.5.3.5 \u305d\u306e\u4ed6\u306e\u30e8\u30fc\u30ed\u30c3\u30d1\u8af8\u56fd<\/li>\n<li class=\"toc-level-3\">5.5.4 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b<\/li>\n<li class=\"toc-level-4\">5.5.4.1 \u4e2d\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.4.2 \u65e5\u672c<\/li>\n<li class=\"toc-level-4\">5.5.4.3 \u30a4\u30f3\u30c9<\/li>\n<li class=\"toc-level-4\">5.5.4.4 \u97d3\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.4.5 \u305d\u306e\u4ed6\u306e\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u8af8\u56fd<\/li>\n<li class=\"toc-level-3\">5.5.5 \u4e2d\u6771\u304a\u3088\u3073\u30a2\u30d5\u30ea\u30ab<\/li>\n<li class=\"toc-level-4\">5.5.5.1 \u4e2d\u6771<\/li>\n<li class=\"toc-level-5\">5.5.5.1.1 \u30b5\u30a6\u30b8\u30a2\u30e9\u30d3\u30a2<\/li>\n<li class=\"toc-level-5\">5.5.5.1.2 UAE<\/li>\n<li class=\"toc-level-5\">5.5.5.1.3 \u30c8\u30eb\u30b3<\/li>\n<li class=\"toc-level-5\">5.5.5.1.4 \u305d\u306e\u4ed6\u306e\u4e2d\u6771\u8af8\u56fd<\/li>\n<li class=\"toc-level-4\">5.5.5.2 \u30a2\u30d5\u30ea\u30ab<\/li>\n<li class=\"toc-level-5\">5.5.5.2.1 \u5357\u30a2\u30d5\u30ea\u30ab<\/li>\n<li class=\"toc-level-5\">5.5.5.2.2 \u30ca\u30a4\u30b8\u30a7\u30ea\u30a2<\/li>\n<li class=\"toc-level-5\">5.5.5.2.3 \u305d\u306e\u4ed6\u306e\u30a2\u30d5\u30ea\u30ab\u8af8\u56fd<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \u7af6\u4e89\u74b0\u5883<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \u5e02\u5834\u96c6\u4e2d\u5ea6<\/li>\n<li class=\"toc-level-2\">6.2 \u6226\u7565\u7684\u52d5\u5411<\/li>\n<li class=\"toc-level-2\">6.3 \u5e02\u5834\u30b7\u30a7\u30a2\u5206\u6790<\/li>\n<li class=\"toc-level-2\">6.4 \u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\uff08\u30b0\u30ed\u30fc\u30d0\u30eb\u30ec\u30d9\u30eb\u306e\u6982\u8981\u3001\u5e02\u5834\u30ec\u30d9\u30eb\u306e\u6982\u8981\u3001\u4e3b\u8981\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u5229\u7528\u53ef\u80fd\u306a\u8ca1\u52d9\u60c5\u5831\u3001\u6226\u7565\u7684\u60c5\u5831\u3001\u4e3b\u8981\u4f01\u696d\u306e\u5e02\u5834\u30e9\u30f3\u30af\/\u30b7\u30a7\u30a2\u3001\u88fd\u54c1\u3068\u30b5\u30fc\u30d3\u30b9\u3001\u304a\u3088\u3073\u6700\u8fd1\u306e\u52d5\u5411\u3092\u542b\u3080\uff09\n<ul>\n<li class=\"toc-level-3\">6.4.1 Neo4j<\/li>\n<li class=\"toc-level-3\">6.4.2 Stardog<\/li>\n<li class=\"toc-level-3\">6.4.3 Ontotext<\/li>\n<li class=\"toc-level-3\">6.4.4 Cambridge Semantics<\/li>\n<li class=\"toc-level-3\">6.4.5 TigerGraph<\/li>\n<li class=\"toc-level-3\">6.4.6 Oracle<\/li>\n<li class=\"toc-level-3\">6.4.7 Microsoft<\/li>\n<li class=\"toc-level-3\">6.4.8 IBM<\/li>\n<li class=\"toc-level-3\">6.4.9 Amazon Web Services (Amazon Neptune)<\/li>\n<li class=\"toc-level-3\">6.4.10 Google (Vertex AI \/ KG)<\/li>\n<li class=\"toc-level-3\">6.4.11 ArangoDB<\/li>\n<li class=\"toc-level-3\">6.4.12 TerminusDB<\/li>\n<li class=\"toc-level-3\">6.4.13 DataStax (AstraDB Graph)<\/li>\n<li class=\"toc-level-3\">6.4.14 Redis (RedisGraph)<\/li>\n<li class=\"toc-level-3\">6.4.15 SAP (HANA Graph)<\/li>\n<li class=\"toc-level-3\">6.4.16 MarkLogic<\/li>\n<li class=\"toc-level-3\">6.4.17 Franz Inc. (AllegroGraph)<\/li>\n<li class=\"toc-level-3\">6.4.18 Cycorp (Cyc)<\/li>\n<li class=\"toc-level-3\">6.4.19 Diffbot<\/li>\n<li class=\"toc-level-3\">6.4.20 Glean<\/li>\n<li class=\"toc-level-3\">6.4.21 RelationalAI<\/li>\n<li class=\"toc-level-3\">6.4.22 Kyndi<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">7. 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\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5fc5\u8981\u3068\u3059\u308b\u30cb\u30e5\u30fc\u30ed\u30b7\u30f3\u30dc\u30ea\u30c3\u30afAI\u306e\u51fa\u73fe\uff08CAGR\u3078\u306e\u5f71\u97ff\uff1a+2.9%\uff09:<br \/>\n*   \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3092\u300c\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u300d\u7d44\u307f\u8fbc\u3080\u5185\u90e8\u958b\u767a\u8005\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08CAGR\u3078\u306e\u5f71\u97ff\uff1a+2.1%\uff09:<\/p>\n<p>\u5e02\u5834\u306e\u6291\u5236\u8981\u56e0<\/p>\n<p>*   \u30c7\u30fc\u30bf\u30b5\u30a4\u30ed\u3068\u7d71\u5408\u306e\u8907\u96d1\u3055\uff08CAGR\u3078\u306e\u5f71\u97ff\uff1a-3.4%\uff09: \u591a\u304f\u306e\u5927\u4f01\u696d\u306f\u4f9d\u7136\u3068\u3057\u3066\u6570\u767e\u3082\u306e\u5b64\u7acb\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u904b\u7528\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u591a\u304f\u306f\u6700\u65b0\u306eAPI\u3092\u6301\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u3092\u7d71\u4e00\u3055\u308c\u305f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30e2\u30c7\u30eb\u306b\u5909\u63db\u3059\u308b\u306b\u306f\u3001\u5fb9\u5e95\u7684\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002Ontotext\u306f\u3001\u7d71\u5408\u304c\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u4e88\u7b97\u306e40\uff5e60%\u3092\u6d88\u8cbb\u3057\u3001\u5b9f\u88c5\u671f\u9593\u304c\u5f53\u521d\u306e\u898b\u7a4d\u3082\u308a\u3092\u8d85\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\/\u30ca\u30ec\u30c3\u30b8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u4eba\u6750\u306e\u4e0d\u8db3\u3068\u30b3\u30b9\u30c8\uff08CAGR\u3078\u306e\u5f71\u97ff\uff1a-2.8%\uff09: \u8a18\u8ff0\u8ad6\u7406\u3084\u30c9\u30e1\u30a4\u30f3\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u7cbe\u901a\u3057\u305f\u5c02\u9580\u5bb6\u3092\u80b2\u6210\u3059\u308b\u5b66\u8853\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4e0d\u8db3\u3057\u3066\u3044\u307e\u3059\u3002\u4e3b\u8981\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30cf\u30d6\u3067\u306f\u3001\u4e2d\u592e\u5024\u306e\u7d66\u4e0e\u304c20\u4e07\u7c73\u30c9\u30eb\u3092\u8d85\u3048\u3001IT\u4e88\u7b97\u3068\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30de\u30fc\u30b8\u30f3\u3092\u5727\u8feb\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n*   \u6a19\u6e96\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068ROI\u6307\u6a19\u306e\u6b20\u5982\uff08CAGR\u3078\u306e\u5f71\u97ff\uff1a-1.9%\uff09:<br \/>\n*   \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306e\u5236\u7d04\uff08CAGR\u3078\u306e\u5f71\u97ff\uff1a-1.6%\uff09:<\/p>\n<p>\u7af6\u4e89\u74b0\u5883<\/p>\n<p>\u5e02\u5834\u306e\u96c6\u4e2d\u5ea6\u306f\u4e2d\u7a0b\u5ea6\u3067\u3059\u3002Neo4j\u306f\u3001\u6210\u719f\u3057\u305f\u30b0\u30e9\u30d5\u30b9\u30c8\u30a2\u3001\u5e83\u7bc4\u306a\u30b3\u30cd\u30af\u30bf\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u5927\u898f\u6a21\u306a\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u53ce\u76ca\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u306e\u5730\u4f4d\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002Amazon\u3001Microsoft\u3001Google\u3068\u3044\u3063\u305f\u30cf\u30a4\u30d1\u30fc\u30b9\u30b1\u30fc\u30e9\u30fc\u306f\u3001\u65e2\u5b58\u306e\u30cf\u30a4\u30d1\u30fc\u30b9\u30b1\u30fc\u30eb\u95a2\u4fc2\u5185\u3067\u30de\u30cd\u30fc\u30b8\u30c9\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u751f\u6210AI\u30c4\u30fc\u30eb\u30c1\u30a7\u30fc\u30f3\u3092\u30d0\u30f3\u30c9\u30eb\u3059\u308b\u3053\u3068\u3067\u512a\u4f4d\u6027\u3092\u78ba\u7acb\u3057\u3001\u8ca9\u58f2\u30b5\u30a4\u30af\u30eb\u3092\u77ed\u7e2e\u3057\u3066\u3044\u307e\u3059\u3002Stardog\u3084Ontotext\u306e\u3088\u3046\u306a\u5c02\u9580\u30d9\u30f3\u30c0\u30fc\u306f\u3001\u5927\u898f\u6a21\u306a\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u307e\u3060\u518d\u73fe\u3057\u3066\u3044\u306a\u3044\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u63a8\u8ad6\u6a5f\u80fd\u3084\u4eee\u60f3\u5316\u6a5f\u80fd\u3092\u901a\u3058\u3066\u30cb\u30c3\u30c1\u306a\u5e02\u5834\u3092\u958b\u62d3\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>TigerGraph\u306f\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u5206\u6790\u3067\u5dee\u5225\u5316\u3092\u56f3\u308a\u3001\u30df\u30ea\u79d2\u5358\u4f4d\u306e\u5fdc\u7b54\u8981\u4ef6\u3092\u6301\u3064\u88fd\u9020\u696d\u8005\u3084\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u4f01\u696d\u3092\u60f9\u304d\u3064\u3051\u3066\u3044\u307e\u3059\u3002ArangoDB\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u306e\u67d4\u8edf\u6027\u3092\u901a\u3058\u3066\u7af6\u4e89\u3057\u3001\u5358\u4e00\u30a8\u30f3\u30b8\u30f3\u3067\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30b0\u30e9\u30d5\u306e\u4e21\u65b9\u306e\u30af\u30a8\u30ea\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u5408\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u6301\u3064\u4f01\u696d\u306e\u30b9\u30bf\u30c3\u30af\u306e\u8907\u96d1\u3055\u3092\u7c21\u7d20\u5316\u3057\u3066\u3044\u307e\u3059\u3002RelationalAI\u3068Diffbot\u306f\u3001\u81ea\u52d5\u30b9\u30ad\u30fc\u30de\u751f\u6210\u306b\u6ce8\u529b\u3057\u3001\u6b63\u5f0f\u306a\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u5c02\u9580\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u306e\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u6469\u64e6\u3092\u8efd\u6e1b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6226\u7565\u7684\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u3082\u30d9\u30f3\u30c0\u30fc\u306e\u30dd\u30b8\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u5f62\u6210\u3057\u3066\u3044\u307e\u3059\u3002Neo4j\u306fMicrosoft\u3068\u63d0\u643a\u3057\u3001\u30b0\u30e9\u30d5\u30b3\u30cd\u30af\u30bf\u3092Azure OpenAI\u30b5\u30fc\u30d3\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u304cGPT\u30e2\u30c7\u30eb\u3092\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3067\u62e1\u5f35\u3057\u3084\u3059\u304f\u3057\u3066\u3044\u307e\u3059\u3002Google Vertex AI\u306f\u3001\u30de\u30cd\u30fc\u30b8\u30c9Neptune\u76f8\u5f53\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u63a5\u7d9a\u3057\u3001\u958b\u767a\u8005\u304c\u5358\u4e00\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u5185\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3092\u5968\u52b1\u3057\u3066\u3044\u307e\u3059\u3002IBM\u306f\u3001Watson Knowledge Catalog\u3092\u3088\u308a\u5e83\u7bc4\u306a\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30b9\u30a4\u30fc\u30c8\u3092\u62e1\u5f35\u3057\u3001\u9ad8\u5ea6\u306b\u898f\u5236\u3055\u308c\u305f\u696d\u754c\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e3b\u8981\u4f01\u696d:<\/p>\n<p>*   Neo4j<br \/>\n*   Stardog<br \/>\n*   Ontotext<br \/>\n*   Cambridge Semantics<br \/>\n*   TigerGraph<\/p>\n<p>\u6700\u8fd1\u306e\u696d\u754c\u52d5\u5411:<\/p>\n<p>*   2025\u5e741\u6708\uff1aWisdomAI\u304c2300\u4e07\u7c73\u30c9\u30eb\u306e\u8cc7\u91d1\u8abf\u9054\u3092\u884c\u3044\u3001\u63a8\u8ad6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30ca\u30ec\u30c3\u30b8\u30d5\u30a1\u30d6\u30ea\u30c3\u30af\u6280\u8853\u3092\u4f01\u696dBI\u30b9\u30bf\u30c3\u30af\u306b\u7d71\u5408\u3059\u308b\u8a08\u753b\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002<br \/>\n*   2024\u5e7411\u6708\uff1aPuppyGraph\u304c500\u4e07\u7c73\u30c9\u30eb\u3092\u8abf\u9054\u3057\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u30b0\u30e9\u30d5\u30e2\u30c7\u30eb\u306b\u5909\u63db\u3059\u308b\u30a8\u30f3\u30b8\u30f3\u306e\u958b\u767a\u3092\u52a0\u901f\u3055\u305b\u307e\u3057\u305f\u3002<br \/>\n*   2024\u5e746\u6708\uff1aIllumex\u304c1300\u4e07\u7c73\u30c9\u30eb\u3092\u78ba\u4fdd\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3055\u308c\u305f\u751f\u6210AI\u5411\u3051\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3059\u308b\u53d6\u308a\u7d44\u307f\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002<br \/>\n*   2024\u5e744\u6708\uff1aNeo4j\u304cMicrosoft\u3068\u63d0\u643a\u3057\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u751f\u6210AI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4ee5\u4e0a\u304c\u3001\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afAI\u5411\u3051\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u304a\u3088\u3073\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u5e02\u5834\u300d\u306e\u6982\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8AI\u5411\u3051\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u304a\u3088\u3073\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4e16\u754c\u5e02\u5834\u300d\u306b\u95a2\u3059\u308b\u5305\u62ec\u7684\u306a\u5206\u6790\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u5e02\u5834\u306e\u4eee\u5b9a\u3001\u8abf\u67fb\u7bc4\u56f2\u3001\u8abf\u67fb\u65b9\u6cd5\u3001\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc\u304b\u3089\u59cb\u307e\u308a\u3001\u5e02\u5834\u306e\u5168\u4f53\u50cf\u3001\u898f\u6a21\u3001\u6210\u9577\u4e88\u6e2c\u3001\u7af6\u4e89\u74b0\u5883\u3001\u305d\u3057\u3066\u5c06\u6765\u306e\u6a5f\u4f1a\u3068\u5c55\u671b\u306b\u3064\u3044\u3066\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5e02\u5834\u306e\u4e3b\u8981\u306a\u63a8\u9032\u8981\u56e0\u3068\u3057\u3066\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3092\u6d3b\u7528\u3057\u305f\u81ea\u5f8b\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6025\u901f\u306a\u5c0e\u5165\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u76e3\u67fb\u53ef\u80fd\u3067\u6587\u8108\u306b\u5fdc\u3058\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u306e\u9700\u8981\u304c\u4e3b\u306a\u89e6\u5a92\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u8aac\u660e\u53ef\u80fd\u306aAI\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5fc5\u8981\u6027\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30fc\u30bf\u306e\u7206\u767a\u7684\u306a\u5897\u52a0\u306b\u4f34\u3046\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u7d71\u5408\u306e\u8981\u6c42\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3088\u308b\u53c2\u5165\u969c\u58c1\u306e\u4f4e\u4e0b\u3001\u30cb\u30e5\u30fc\u30ed\u30b7\u30f3\u30dc\u30ea\u30c3\u30afAI\u306e\u51fa\u73fe\u306b\u3088\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u5fc5\u8981\u6027\u3001\u305d\u3057\u3066\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u3092\u300cas-a-service\u300d\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3080\u5185\u90e8\u958b\u767a\u8005\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u53f0\u982d\u304c\u3001\u5e02\u5834\u6210\u9577\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u9280\u884c\u30fb\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u30fb\u4fdd\u967a\uff08BFSI\uff09\u4f01\u696d\u306f\u3001\u53b3\u683c\u306a\u30c7\u30fc\u30bf\u5c65\u6b74\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u7fa9\u52d9\u306b\u76f4\u9762\u3057\u3066\u304a\u308a\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u304c\u898f\u5236\u5f53\u5c40\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u900f\u660e\u306a\u76e3\u67fb\u8a3c\u8de1\u3092\u63d0\u4f9b\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ea\u30b9\u30af\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30ec\u30a4\u30e4\u30fc\u306e\u65e9\u671f\u5c0e\u5165\u8005\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u5e02\u5834\u306e\u6210\u9577\u3092\u6291\u5236\u3059\u308b\u8981\u56e0\u3068\u3057\u3066\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30ed\u3068\u7d71\u5408\u306e\u8907\u96d1\u3055\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3084\u30ca\u30ec\u30c3\u30b8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5c02\u9580\u4eba\u6750\u306e\u4e0d\u8db3\u3068\u9ad8\u30b3\u30b9\u30c8\u3001\u6a19\u6e96\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3084ROI\uff08\u6295\u8cc7\u53ce\u76ca\u7387\uff09\u6307\u6a19\u306e\u6b20\u5982\u3001\u305d\u3057\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u5236\u7d04\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u4e88\u6e2c\u306b\u95a2\u3059\u308b\u5206\u6790\u3067\u306f\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225\u3001\u5c55\u958b\u30e2\u30fc\u30c9\u5225\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u7523\u696d\u5225\u3001\u304a\u3088\u3073\u5730\u57df\u5225\u306b\u8a73\u7d30\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n2024\u5e74\u306e\u53ce\u76ca\u306b\u304a\u3044\u3066\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c61.3%\u3092\u5360\u3081\u3066\u304a\u308a\u3001\u7d71\u5408\u3055\u308c\u305f\u30b9\u30bf\u30c3\u30af\u304c\u904b\u7528\u4e0a\u306e\u8907\u96d1\u3055\u3092\u8efd\u6e1b\u3057\u3001\u5c55\u958b\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u4e0a\u3067\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5c55\u958b\u30e2\u30fc\u30c9\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5c0e\u5165\u304c57.8%\u306e\u30b7\u30a7\u30a2\u3092\u5360\u3081\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5f3e\u529b\u7684\u306a\u5bb9\u91cf\u3001\u5f93\u91cf\u8ab2\u91d1\u5236\u3001\u304a\u3088\u3073\u30de\u30cd\u30fc\u30b8\u30c9\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u304c\u3001\u7279\u306b\u4e2d\u898f\u6a21\u4f01\u696d\u306b\u3068\u3063\u3066\u306e\u53c2\u5165\u969c\u58c1\u3092\u4f4e\u304f\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u4e3b\u306a\u8981\u56e0\u3067\u3059\u3002<br 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