{"rewrite":{"id":"r_10ca26c94fcdbe88cee9335e","clusterId":"c_cf2eae73627df8f792013da8","slug":"digital-hearts-to-sell-dena-s-daaq-test-ai-as-a-service","model":"deepseek-v4-1-flash","headline":"Digital Hearts to Sell DeNA's DAAQ Test AI as a Service","summary":"Digital Hearts signed a partnership with DeNA and will offer \"AI Test Solution powered by DAAQ,\" built on DeNA's in-house AI test tool DAAQ. DAAQ checks requirements and specifications and generates test design documents automatically. DeNA says its use cut test design man-hours by up to 90 percent internally, with the rate varying by target and specification. Digital Hearts staff will adjust the generated documents and run the tests.","whyItMatters":"DeNA's quality control department built a test-design tool for its own projects, and the 90 percent figure is now the selling point for a service other companies can buy, with Digital Hearts supplying the human review layer.","webCardHtml":"\u003cp\u003eThe service covers test design and execution. DAAQ handles requirements and specification checks and drafts the test design document; Digital Hearts\u0026#39; test specialists then adjust that document to the service\u0026#39;s characteristics and its expected users, and those same staff carry out the tests. Digital Hearts says the tests lean on human \u0026#34;sensibility,\u0026#34; \u0026#34;intuition,\u0026#34; and \u0026#34;inspiration,\u0026#34; and that findings from the verification floor will be fed back into DAAQ to improve the tool\u0026#39;s accuracy and functions. DeNA\u0026#39;s 90 percent figure is a maximum, and the company says the actual reduction depends on what is being introduced and how the specifications are written.\u003c/p\u003e","blueskyPost":"Digital Hearts will adjust DAAQ's generated test docs and run the tests itself. The 90 percent cut covers design man-hours only; the human review and execution stay billed.","twitterPost":"Digital Hearts sells DAAQ as a service but staff still adjust the generated docs and run the tests. DeNA's 90 percent covers design only.","threadsPost":"Digital Hearts sells DAAQ, yet its own staff adjust the generated test documents and run the tests. DeNA's up to 90 percent reduction covers test design man-hours, and the rate varies by target and spec, so the labor shifts rather than disappears.","newsletterBlurb":"Digital Hearts signed a partnership with DeNA and will offer a software test design and execution service built on DeNA's in-house AI tool DAAQ. DeNA says DAAQ cut test design man-hours by up to 90 percent inside the company, though the rate varies by project and specification. Digital Hearts staff adjust the AI-generated design documents and run the tests, with findings fed back to improve the tool.","attributionJson":"[{\"source\":\"GameBusiness.jp\",\"url\":\"https://www.gamebusiness.jp/article/2026/10/23/28428.html\",\"title\":\"DeNA cuts test design man-hours by up to 90% in-house - Digital Hearts to use in-house AI \\\"DAAQ\\\" and launch new service\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4433,"outputTokens":619,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1792749136,"createdAt":"2026-10-23T09:47:58.000Z","publishedAt":"2026-10-23T09:51:09.000Z","updatedAt":"2026-10-23T09:51:09.000Z"},"cluster":{"id":"c_cf2eae73627df8f792013da8","canonicalTitle":"DeNA社内でテスト設計工数を最大90％削減―内製AI「DAAQ」をデジタルハーツが活用、新サービス提供へ","representativeArticleId":"a_728eaf2f77ae5fb8e526cfee","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[],\"studios\":[],\"people\":[],\"type\":\"business\",\"domain\":\"industry\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-10-23T08:30:03.000Z","lastSeenAt":"2026-10-23T08:30:03.000Z","updatedAt":"2026-10-23T09:51:07.000Z"},"attribution":[{"source":"GameBusiness.jp","url":"https://www.gamebusiness.jp/article/2026/10/23/28428.html","title":"DeNA社内でテスト設計工数を最大90％削減―内製AI「DAAQ」をデジタルハーツが活用、新サービス提供へ"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":[],"studios":[],"people":[],"type":"business","domain":"industry","is_roundup":false},"keyFacts":null}