{"rewrite":{"id":"r_1adde540f6c4c67993e45625","clusterId":"c_45cf1840555543c3ac06d4a4","slug":"kokuyo-and-scien-launch-office-ai-measurement-project","model":"deepseek-v4-1-flash","headline":"KOKUYO and SCIEN Launch Office AI Measurement Project","summary":"KOKUYO and SCIEN Inc. have launched the Office AI Measurement Project, which reads how office spaces are used from video data and turns it into a basis for decisions on layout and operations. KOKUYO brings space design experience; SCIEN handles AI technology verification, video analysis, and implementation support. SCIEN also plans to support development and verification of simulation tools.","whyItMatters":"The project puts a measurable feedback loop after the design phase, where KOKUYO says surveys, interviews, and visual observation alone have not made continuous quantitative tracking easy.","webCardHtml":"\u003cp\u003eThe stated problem is the gap between design and use. Office usage shifts as work styles and organizations change, and the two companies say conventional surveys, interviews, and visual observation cannot continuously and quantitatively track those shifts. The project proposes reading movement within the office and the usage status of each area from video, then feeding that data into decisions on layout and operations.\u003c/p\u003e\u003cp\u003eSCIEN\u0026#39;s role covers AI technology investigation and verification, analysis of the video data, and support for getting the system into a form that works on site. The companies describe the goal as offices that keep improving by measuring actual usage after design.\u003c/p\u003e","blueskyPost":"KOKUYO supplies the space design experience and SCIEN handles the video analysis and verification. The division leaves SCIEN owning the measurement layer that any layout decision will now rest on.","twitterPost":"Division of labor: KOKUYO brings space design, SCIEN brings video analysis. SCIEN ends up owning the measurement layer decisions rest on.","threadsPost":"KOKUYO's contribution to the project is space design experience. SCIEN handles the video analysis, AI verification, and implementation support, and plans to build out simulation tools too. That split puts the measurement layer, the part layout decisions rest on, on SCIEN's side.","newsletterBlurb":"KOKUYO and SCIEN Inc. have started the Office AI Measurement Project, which uses video data to capture how office spaces are used and feeds that into layout and operational decisions. SCIEN handles AI technology verification and video analysis, with support for on-site implementation. The two companies say they plan to support development and verification of simulation tools as well.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/444/4444250/?rss\",\"title\":\"SCIEN and KOKUYO Launch Proof-of-Concept Project to Visualize 'How Offices Are Used' with AI\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":4628,"outputTokens":539,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1792487228,"createdAt":"2026-10-20T09:02:10.000Z","publishedAt":"2026-10-20T09:06:06.000Z","updatedAt":"2026-10-20T09:06:06.000Z"},"cluster":{"id":"c_45cf1840555543c3ac06d4a4","canonicalTitle":"SCIEN、コクヨと共同で「オフィスの使われ方」をAIで可視化する実証プロジェクトを開始","representativeArticleId":"a_f328975389ec81180869b810","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":"2026-10-20T05:30:00.000Z","lastSeenAt":"2026-10-20T05:30:00.000Z","updatedAt":"2026-10-20T09:06:06.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/444/4444250/?rss","title":"SCIEN、コクヨと共同で「オフィスの使われ方」をAIで可視化する実証プロジェクトを開始"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":[],"studios":[],"people":[],"type":"business","domain":"industry","is_roundup":false},"keyFacts":null}