[{"data":1,"prerenderedAt":91},["ShallowReactive",2],{"resource-detail-fr-podcast-data-role-shaping-pharma-operations":3},{"id":4,"title":5,"audience":6,"author":9,"body":10,"canonicalSlug":27,"description":28,"duration":29,"episodeNumber":30,"extension":31,"featured":32,"format":33,"guest":34,"guestRole":35,"legacyRedirects":36,"locale":37,"meta":38,"navigation":32,"path":39,"primaryCta":40,"priority":41,"publishedAt":42,"readingTime":40,"reels":43,"relatedPlatform":59,"relatedUseCases":66,"season":67,"seo":68,"status":71,"stem":72,"takeaways":73,"thumbnail":77,"topics":81,"type":85,"updatedAt":86,"youtubeId":87,"youtubeUrl":88,"__hash__":89,"href":90},"resources\u002Ffr\u002Fresources\u002Fpodcast\u002Fdata-role-shaping-pharma-operations.md","Le role des donnees dans les operations pharma",[7,8],"General managers","Excellence commerciale","Revosuite Editorial",{"type":11,"value":12,"toc":22},"minimark",[13,18],[14,15,17],"h2",{"id":16},"apercu-de-lepisode","Apercu de l'episode",[19,20,21],"p",{},"Ashraf Radwan rejoint Pharma Republic pour parler du role des donnees dans les operations pharma. L'episode aborde les realites regionales, les limites de donnees et l'importance d'une meilleure visibilite.",{"title":23,"searchDepth":24,"depth":24,"links":25},"",2,[26],{"id":16,"depth":24,"text":17},"data-role-shaping-pharma-operations","Ashraf Radwan rejoint Pharma Republic pour parler de donnees, operations pharma et angles morts regionaux.","Episode complet",4,"md",true,"full_episode","Ashraf Radwan","Chairman and CEO, AMS Analytix",[],"fr",{},"\u002Ffr\u002Fresources\u002Fpodcast\u002Fdata-role-shaping-pharma-operations",null,0.94,"2024-12-01",[44,52],{"id":45,"title":46,"description":47,"youtubeId":48,"youtubeUrl":49,"duration":50,"theme":51},"pharma-data-blind-spots","Les angles morts data qui ralentissent les operations pharma","Une perspective courte sur les limites des sources de donnees disponibles.","4Y3j5knzH2E","https:\u002F\u002Fwww.youtube.com\u002Fshorts\u002F4Y3j5knzH2E","Short","Visibilite data",{"id":53,"title":54,"description":55,"youtubeId":56,"youtubeUrl":57,"duration":50,"theme":58},"analytics-before-action","Rapprocher analytics et action terrain","Un extrait sur le lien entre analytics commerciales et decisions managers.","0pTDwm4C3TY","https:\u002F\u002Fwww.youtube.com\u002Fshorts\u002F0pTDwm4C3TY","Rythme commercial",[60,63],{"label":61,"href":62},"REVO CRM","\u002Frevo-crm",{"label":64,"href":65},"REVO Rx-Booster","\u002Frx-booster",[],1,{"title":69,"description":70},"Le role des donnees dans les operations pharma | Pharma Republic Podcast","Regardez Ashraf Radwan discuter data pharma, visibilite operationnelle et challenges commerciaux regionaux.","published","fr\u002Fresources\u002Fpodcast\u002Fdata-role-shaping-pharma-operations",[74,75,76],"Les equipes pharma ont besoin de meilleures donnees regionales avant de decider.","Les operations commerciales deviennent plus fortes quand les donnees rejoignent la realite terrain.","La maturite data est une discipline operationnelle, pas seulement du reporting.",{"src":78,"alt":34,"width":79,"height":80},"\u002Fresources\u002Fashraf-radwan-podcast.jpg",346,520,[82,83,84],"Data pharma","Operations commerciales","Analytics","podcast","2026-07-18","Kbjv9JofZRI","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=Kbjv9JofZRI","7KhMuNV5aBBB3uR3uP5QqR1ZgzHyod1A7UGUP1GexIE","\u002Fresources\u002Fpodcast\u002Fdata-role-shaping-pharma-operations",1784733016368]