{"id":1059,"date":"2025-08-06T08:57:00","date_gmt":"2025-08-06T08:57:00","guid":{"rendered":"https:\/\/pharma-talks.com\/?post_type=episode&#038;p=1059"},"modified":"2026-09-03T14:57:34","modified_gmt":"2026-09-03T14:57:34","slug":"ai-changes-pharma","status":"publish","type":"episode","link":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/","title":{"rendered":"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing\u00a0"},"content":{"rendered":"\n<div style=\"height:200px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<style id=\"pharmatalks-content-section-style\">.pt-content-section{background:var(--pt-content-section-bg,transparent);color:var(--pt-content-section-text,var(--color-text));padding:var(--pt-content-section-padding-top,32px) var(--pt-content-section-padding-x,0) var(--pt-content-section-padding-bottom,32px)}.pt-content-section img{border-radius:24px}.pt-content-section>.container{max-width:var(--pt-content-section-container-max-width,var(--container-width));padding:var(--pt-content-section-container-padding-top,0) var(--pt-content-section-container-padding-x,var(--container-padding)) var(--pt-content-section-container-padding-bottom,0)}@media (max-width:899px){.pt-content-section{padding:var(--pt-content-section-mobile-padding-top,var(--pt-content-section-padding-top,32px)) var(--pt-content-section-mobile-padding-x,var(--pt-content-section-padding-x,0)) var(--pt-content-section-mobile-padding-bottom,var(--pt-content-section-padding-bottom,32px))}.pt-content-section>.container{padding:var(--pt-content-section-mobile-container-padding-top,var(--pt-content-section-container-padding-top,0)) var(--pt-content-section-mobile-container-padding-x,var(--pt-content-section-container-padding-x,var(--container-padding))) var(--pt-content-section-mobile-container-padding-bottom,var(--pt-content-section-container-padding-bottom,0))}}<\/style>\n<section class=\"wp-block-pharmatalks-content-section pt-content-section\" style=\"color:#082480;--pt-content-section-padding-top:32px;--pt-content-section-padding-bottom:32px;--pt-content-section-mobile-padding-top:16px;--pt-content-section-container-max-width:1240px;--pt-content-section-container-padding-top:0px;--pt-content-section-container-padding-bottom:0px\"><div class=\"container\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png\" alt=\"\" class=\"wp-image-1091\" width=\"1200\" height=\"628\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png 1200w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1-300x157.png 300w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1-1024x536.png 1024w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1-768x402.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-pharmatalks-content-section pt-content-section\" style=\"color:#082480;--pt-content-section-padding-top:32px;--pt-content-section-padding-bottom:32px;--pt-content-section-container-max-width:1280px;--pt-content-section-container-padding-top:0px;--pt-content-section-container-padding-bottom:0px\"><div class=\"container\">\n<section class=\"wp-block-pharmatalks-episode-player pt-episode-player\" style=\"color:#082480;--pt-episode-player-padding-top:0px;--pt-episode-player-padding-bottom:0px\"><div class=\"container\"><div class=\"pt-episode-player__inner\"><div class=\"pt-episode-player__media\"><img decoding=\"async\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/02\/pt-logo-1.webp\" alt=\"Don\u2019t miss a new episode\" loading=\"lazy\"\/><\/div><div class=\"pt-episode-player__content\"><p class=\"pt-episode-player__subtitle\">AI-First vs AI-Last: The Mindset Gap in Pharma Marketing\u00a0<\/p><h3 class=\"pt-episode-player__title\">Don\u2019t miss a new episode<\/h3><div class=\"pt-episode-player__controls\"><button type=\"button\" class=\"pt-episode-player__play\" aria-label=\"Play\" aria-pressed=\"false\"><span class=\"pt-episode-player__play-icon\" aria-hidden=\"true\"><\/span><\/button><div class=\"pt-episode-player__panel\"><div class=\"pt-episode-player__timeline\"><input type=\"range\" class=\"pt-episode-player__progress\" min=\"0\" max=\"100\" step=\"0.1\" defaultvalue=\"0\" aria-label=\"Seek\"\/><\/div><div class=\"pt-episode-player__bottom\"><div class=\"pt-episode-player__actions\"><button type=\"button\" class=\"pt-episode-player__speed pt-episode-player__speed--down\" data-speed=\"down\" aria-label=\"Slow down\"><span class=\"pt-episode-player__speed-icon\" aria-hidden=\"true\"><\/span><\/button><span class=\"pt-episode-player__speed-display\">1X<\/span><button type=\"button\" class=\"pt-episode-player__speed pt-episode-player__speed--up\" data-speed=\"up\" aria-label=\"Speed up\"><span class=\"pt-episode-player__speed-icon\" aria-hidden=\"true\"><\/span><\/button><\/div><div class=\"pt-episode-player__time-volume\"><div class=\"pt-episode-player__volume\"><button type=\"button\" class=\"pt-episode-player__volume-toggle\" aria-label=\"Mute\" aria-pressed=\"false\"><span class=\"pt-episode-player__volume-icon\" aria-hidden=\"true\"><\/span><\/button><input type=\"range\" class=\"pt-episode-player__volume-range\" min=\"0\" max=\"1\" step=\"0.01\" defaultvalue=\"1\" aria-label=\"Volume\"\/><\/div><div class=\"pt-episode-player__time\"><span class=\"pt-episode-player__current\">0:00<\/span><span class=\"pt-episode-player__divider\">|<\/span><span class=\"pt-episode-player__duration\">&#8211;:&#8211;<\/span><\/div><\/div><\/div><\/div><\/div><div class=\"pt-episode-player__links\"><a class=\"pt-episode-player__link\" href=\"#subscribe\" rel=\"noopener noreferrer\">Subscribe<\/a><\/div><audio class=\"pt-episode-player__audio\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/09\/AI-first-Pharma_-How-AI-Changes-Role-of-Content-Teams-Decisions-_-Pharma-Talks.mp3\"><\/audio><\/div><\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section class=\"wp-block-pharmatalks-content-section pt-content-section\" style=\"color:#082480;--pt-content-section-padding-top:32px;--pt-content-section-padding-bottom:32px;--pt-content-section-mobile-padding-x:20px;--pt-content-section-container-max-width:1200px;--pt-content-section-container-padding-top:20px;--pt-content-section-container-padding-bottom:20px;--pt-content-section-container-padding-x:20px\"><div class=\"container\" style=\"border-radius:20px;overflow:hidden;background-color:#ffffff\">\n<p class=\"wp-block-paragraph\">Almost every pharma team is running AI experiments. Very few have been changed by them. The difference usually traces back to a sequencing decision made early.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this episode of Pharma Talks, Nataliya Andreychuk, Co-founder and CEO at Viseven, and Patrick Markt-Niederreiter, Founder and CEO of Zero-Click Healthcare Advisory, work through what an AI-first model actually asks of an organization.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Sequencing Problem&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The common pattern: a team decides what it wants to do, then asks how AI can help. Patrick calls this AI-last. It works \u2014 you get faster summaries, automated KPI tracking, optimized versions of workflows you already had.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-first inverts the order. &#8220;You start by asking: what can AI do exceptionally well, and how do we build workflows around that?&#8221; Patrick explains.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The difference shows up in what becomes possible. Instead of reading dashboards, a system surfaces where campaigns are over- and underperforming and proposes discussion points from the deviations it found. Instead of building a segmentation model manually and automating pieces of it afterward, you reconsider the process entirely \u2014 which is how Patrick&#8217;s former team took KOL segmentation from two months to one minute. Machines handled the automation; humans kept the judgment.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From APIs to Agents&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The shift underway is from systems exchanging structured calls to agents that act, suggest, and coordinate.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Personalization used to require stitching disconnected processes together. The current question is what end-to-end looks like when agents handle the connective work.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;One agent suggests audience segments. Another searches your DAM to find matching content. Another simulates how your target doctor will respond. And this all happens in minutes, not months, if you have templates and design system ready, of course,&#8221; says Nataliya.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That final clause carries more weight than its placement suggests \u2014 the speed depends on foundations already being in place.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Output Metrics Are Measuring the Wrong Thing&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;We&#8217;re still obsessed with output metrics: 10% more emails sent, 15% more assets created. But do customers really want that?&#8221;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Patrick&#8217;s alternative is insight-to-act time: how quickly feedback becomes validated change. A campaign underperforms \u2014 the question isn&#8217;t whether it was logged, it&#8217;s how fast it was fixed.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;We&#8217;re cutting the distance between seeing KPIs and acting on them,&#8221; says Nataliya. In a regulated industry, that distance is both more critical and harder to close.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Test Small, Scale What Works&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Audiences have stopped tolerating one-size-fits-all, in pharma as everywhere else. Micro-experiments are one route out: run small, scale what performs.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There&#8217;s an organizational benefit beyond the results. Under top-down content models, stakeholders spend significant energy persuading each other that an approach is right. With evidence from real tests, the persuading isn&#8217;t necessary \u2014 the case is already made.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You find your way out of the jungle by walking through it. Micro-tests make it a safe one to walk.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Where the Technology Should Get Out of the Way&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nataliya&#8217;s framing of what a platform should do: let medical and marketing teams focus on their next move rather than on execution mechanics. Click, drag, drop \u2014 no requirement to be AI-literate, and no requirement to be a developer.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">She&#8217;s also direct that tech providers shouldn&#8217;t try to own innovation. The average customer runs operations across dozens of platforms; a campaign might begin in one system, segment in another, and produce content in a third. Connecting those is a collaboration problem, not a competitive one.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Patrick&#8217;s Closing Advice&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Good technology doesn&#8217;t demand that you understand what&#8217;s happening under the hood. It asks you to be clear on the essentials instead: what campaign are you running, who is the audience, what are you trying to accomplish. Precision on those questions is what determines the quality of what comes back.<\/p>\n<\/div><\/section>\n\n\n<section class=\"pt-related-episodes\" style=\"--pt-related-bg:#264cb8;color:#082480;--pt-related-title-color:#eff2ef;--pt-related-padding-top:50px;--pt-related-padding-bottom:60px;--pt-related-padding-x:0px\">\n            <div class=\"container\">\n                        <div class=\"pt-related-episodes__header\">\n                <h2 class=\"pt-related-episodes__title\">Our Latest Pharma Talk Episodes<\/h2>\n            <\/div>\n                <div class=\"pt-related-episodes__grid\">\n                                        <article class=\"pt-episode-card\">\n                    <a class=\"pt-episode-card__image\" href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-agentic-ai-in-pharma\/\">\n                                                    <img width=\"371\" height=\"209\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-agentic-takes-action-1240x675-rounded-2-371x209.png\" class=\"attachment-pharmatalks-related-card size-pharmatalks-related-card\" alt=\"\" loading=\"lazy\" decoding=\"async\" sizes=\"auto, (max-width: 640px) 100vw, (max-width: 1024px) 50vw, 371px\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-agentic-takes-action-1240x675-rounded-2-371x209.png 371w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/pharma-talks-agentic-takes-action-1240x675-rounded-2-1200x675.png 1200w\" \/>                                            <\/a>\n                    <div class=\"pt-episode-card__body\">\n                        <p class=\"pt-episode-card__meta\">August 25, 2026<span class=\"pt-episode-card__duration\">9 min read<\/span><\/p>\n                        <h4 class=\"pt-episode-card__title\">\n                            <a href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-agentic-ai-in-pharma\/\">Agentic AI Doesn&#8217;t Answer Questions \u2014 It Takes Action\u00a0<\/a>\n                        <\/h4>\n                        <div class=\"pt-episode-card__detail\"><p class=\"pt-episode-card__guest-label\">Guest<\/p><p class=\"pt-episode-card__guest-name\">Michal Dojlidko<\/p><div class=\"pt-episode-card__guest-meta\"><p class=\"pt-episode-card__guest-meta-position\">Product and Engineering Director<\/p><p class=\"pt-episode-card__guest-meta-company\">GSK<\/p><\/div><div class=\"pt-episode-card__actions\"><a class=\"pt-episode-card__listen\" href=\"https:\/\/pharma-talks.com\/episodes\/podcasts-agentic-ai-in-pharma\/\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"pt-episode-card__play-icon\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.3744 12.7588L14.8288 11.9208L14.8148 11.9298L14.8012 11.9394L15.3744 12.7588ZM15.3744 11.4687L14.7814 12.2739L14.826 12.3068L14.874 12.3345L15.3744 11.4687ZM10.2037 7.66122L10.7966 6.85597L10.7684 6.8352L10.7388 6.81644L10.2037 7.66122ZM9.11966 8.22991L10.1197 8.22701L10.1196 8.21826L10.1194 8.2095L9.11966 8.22991ZM9.14134 15.709L8.14134 15.7119L8.14142 15.7402L8.14311 15.7684L9.14134 15.709ZM10.2651 16.3323L10.7493 17.2072L10.7952 17.1818L10.8382 17.1517L10.2651 16.3323ZM12 21V20C7.58172 20 4 16.4183 4 12H3H2C2 17.5228 6.47715 22 12 22V21ZM21 12H20C20 16.4183 16.4183 20 12 20V21V22C17.5228 22 22 17.5228 22 12H21ZM12 3V4C16.4183 4 20 7.58172 20 12H21H22C22 6.47715 17.5228 2 12 2V3ZM12 3V2C6.47715 2 2 6.47715 2 12H3H4C4 7.58172 7.58172 4 12 4V3ZM15.3744 12.7588L15.9199 13.5969C16.3323 13.3285 16.8704 12.8393 16.8694 12.0938C16.8683 11.3258 16.3021 10.8499 15.8747 10.6029L15.3744 11.4687L14.874 12.3345C14.9677 12.3886 14.9787 12.4133 14.9586 12.3878C14.9315 12.3532 14.8696 12.2512 14.8694 12.0965C14.8692 11.9454 14.928 11.8534 14.9423 11.8342C14.952 11.821 14.9295 11.8552 14.8288 11.9208L15.3744 12.7588ZM15.3744 11.4687L15.9673 10.6634L10.7966 6.85597L10.2037 7.66122L9.61072 8.46646L14.7814 12.2739L15.3744 11.4687ZM10.2037 7.66122L10.7388 6.81644C10.286 6.52965 9.64347 6.36117 9.03218 6.6466C8.36565 6.95781 8.10714 7.62689 8.11987 8.25032L9.11966 8.22991L10.1194 8.2095C10.1185 8.16275 10.1285 8.19137 10.0938 8.25775C10.0552 8.33159 9.98183 8.41046 9.87832 8.45879C9.67864 8.55202 9.5853 8.45326 9.66854 8.50599L10.2037 7.66122ZM9.11966 8.22991L8.11966 8.23281L8.14134 15.7119L9.14134 15.709L10.1413 15.7061L10.1197 8.22701L9.11966 8.22991ZM9.14134 15.709L8.14311 15.7684C8.17339 16.2771 8.35111 16.9731 9.00854 17.3242C9.65564 17.6698 10.3249 17.4421 10.7493 17.2072L10.2651 16.3323L9.78087 15.4573C9.69245 15.5063 9.66333 15.5057 9.68777 15.5024C9.72022 15.4979 9.82562 15.4933 9.95074 15.5601C10.0775 15.6278 10.1348 15.7209 10.1513 15.7559C10.1634 15.7818 10.146 15.758 10.1396 15.6496L9.14134 15.709ZM10.2651 16.3323L10.8382 17.1517L15.9475 13.5783L15.3744 12.7588L14.8012 11.9394L9.69195 15.5128L10.2651 16.3323Z\" fill=\"#EFF2EF\"\/><\/svg><span class=\"pt-episode-card__listen-text\">Listen Now!<\/span><\/a><\/div><\/div>                    <\/div>\n                <\/article>\n                                        <article class=\"pt-episode-card\">\n                    <a class=\"pt-episode-card__image\" href=\"https:\/\/pharma-talks.com\/episodes\/ai-in-pharma-communication\/\">\n                                                    <img width=\"371\" height=\"209\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-371x209.png\" class=\"attachment-pharmatalks-related-card size-pharmatalks-related-card\" alt=\"\" loading=\"lazy\" decoding=\"async\" sizes=\"auto, (max-width: 640px) 100vw, (max-width: 1024px) 50vw, 371px\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-371x209.png 371w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-300x169.png 300w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-1024x576.png 1024w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-768x432.png 768w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-1536x864.png 1536w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Talks-AI-and-Asia-What-Pharma-Marketers-Need-to-Hear-Right-Now-2-2048x1152.png 2048w\" \/>                                            <\/a>\n                    <div class=\"pt-episode-card__body\">\n                        <p class=\"pt-episode-card__meta\">May 29, 2026<span class=\"pt-episode-card__duration\">12 min read<\/span><\/p>\n                        <h4 class=\"pt-episode-card__title\">\n                            <a href=\"https:\/\/pharma-talks.com\/episodes\/ai-in-pharma-communication\/\">Why Western Campaign Logic Breaks in Asian Markets\u00a0<\/a>\n                        <\/h4>\n                        <div class=\"pt-episode-card__detail\"><p class=\"pt-episode-card__guest-label\">Guest<\/p><p class=\"pt-episode-card__guest-name\">Gwenael Meneux, Bruno Senouci<\/p><div class=\"pt-episode-card__guest-meta\"><p class=\"pt-episode-card__guest-meta-position\">CO-CEO, CO-CEO<\/p><p class=\"pt-episode-card__guest-meta-company\">drcom<\/p><\/div><div class=\"pt-episode-card__actions\"><a class=\"pt-episode-card__listen\" href=\"https:\/\/pharma-talks.com\/episodes\/ai-in-pharma-communication\/\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"pt-episode-card__play-icon\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.3744 12.7588L14.8288 11.9208L14.8148 11.9298L14.8012 11.9394L15.3744 12.7588ZM15.3744 11.4687L14.7814 12.2739L14.826 12.3068L14.874 12.3345L15.3744 11.4687ZM10.2037 7.66122L10.7966 6.85597L10.7684 6.8352L10.7388 6.81644L10.2037 7.66122ZM9.11966 8.22991L10.1197 8.22701L10.1196 8.21826L10.1194 8.2095L9.11966 8.22991ZM9.14134 15.709L8.14134 15.7119L8.14142 15.7402L8.14311 15.7684L9.14134 15.709ZM10.2651 16.3323L10.7493 17.2072L10.7952 17.1818L10.8382 17.1517L10.2651 16.3323ZM12 21V20C7.58172 20 4 16.4183 4 12H3H2C2 17.5228 6.47715 22 12 22V21ZM21 12H20C20 16.4183 16.4183 20 12 20V21V22C17.5228 22 22 17.5228 22 12H21ZM12 3V4C16.4183 4 20 7.58172 20 12H21H22C22 6.47715 17.5228 2 12 2V3ZM12 3V2C6.47715 2 2 6.47715 2 12H3H4C4 7.58172 7.58172 4 12 4V3ZM15.3744 12.7588L15.9199 13.5969C16.3323 13.3285 16.8704 12.8393 16.8694 12.0938C16.8683 11.3258 16.3021 10.8499 15.8747 10.6029L15.3744 11.4687L14.874 12.3345C14.9677 12.3886 14.9787 12.4133 14.9586 12.3878C14.9315 12.3532 14.8696 12.2512 14.8694 12.0965C14.8692 11.9454 14.928 11.8534 14.9423 11.8342C14.952 11.821 14.9295 11.8552 14.8288 11.9208L15.3744 12.7588ZM15.3744 11.4687L15.9673 10.6634L10.7966 6.85597L10.2037 7.66122L9.61072 8.46646L14.7814 12.2739L15.3744 11.4687ZM10.2037 7.66122L10.7388 6.81644C10.286 6.52965 9.64347 6.36117 9.03218 6.6466C8.36565 6.95781 8.10714 7.62689 8.11987 8.25032L9.11966 8.22991L10.1194 8.2095C10.1185 8.16275 10.1285 8.19137 10.0938 8.25775C10.0552 8.33159 9.98183 8.41046 9.87832 8.45879C9.67864 8.55202 9.5853 8.45326 9.66854 8.50599L10.2037 7.66122ZM9.11966 8.22991L8.11966 8.23281L8.14134 15.7119L9.14134 15.709L10.1413 15.7061L10.1197 8.22701L9.11966 8.22991ZM9.14134 15.709L8.14311 15.7684C8.17339 16.2771 8.35111 16.9731 9.00854 17.3242C9.65564 17.6698 10.3249 17.4421 10.7493 17.2072L10.2651 16.3323L9.78087 15.4573C9.69245 15.5063 9.66333 15.5057 9.68777 15.5024C9.72022 15.4979 9.82562 15.4933 9.95074 15.5601C10.0775 15.6278 10.1348 15.7209 10.1513 15.7559C10.1634 15.7818 10.146 15.758 10.1396 15.6496L9.14134 15.709ZM10.2651 16.3323L10.8382 17.1517L15.9475 13.5783L15.3744 12.7588L14.8012 11.9394L9.69195 15.5128L10.2651 16.3323Z\" fill=\"#EFF2EF\"\/><\/svg><span class=\"pt-episode-card__listen-text\">Listen Now!<\/span><\/a><\/div><\/div>                    <\/div>\n                <\/article>\n                                        <article class=\"pt-episode-card\">\n                    <a class=\"pt-episode-card__image\" href=\"https:\/\/pharma-talks.com\/episodes\/future-of-pharma-content\/\">\n                                                    <img width=\"371\" height=\"209\" src=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-371x209.png\" class=\"attachment-pharmatalks-related-card size-pharmatalks-related-card\" alt=\"\" loading=\"lazy\" decoding=\"async\" sizes=\"auto, (max-width: 640px) 100vw, (max-width: 1024px) 50vw, 371px\" srcset=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-371x209.png 371w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-300x169.png 300w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-1024x576.png 1024w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-768x432.png 768w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-1536x864.png 1536w, https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/05\/Pharma-Content-AI_-Whats-Next_-_-Pharma-Talks-1-2048x1152.png 2048w\" \/>                                            <\/a>\n                    <div class=\"pt-episode-card__body\">\n                        <p class=\"pt-episode-card__meta\">May 21, 2026<span class=\"pt-episode-card__duration\">8 min read<\/span><\/p>\n                        <h4 class=\"pt-episode-card__title\">\n                            <a href=\"https:\/\/pharma-talks.com\/episodes\/future-of-pharma-content\/\">Relevance, Not Volume: Tim Pantello on Pharma Content\u00a0<\/a>\n                        <\/h4>\n                        <div class=\"pt-episode-card__detail\"><p class=\"pt-episode-card__guest-label\">Guest<\/p><p class=\"pt-episode-card__guest-name\">Tim Pantello<\/p><div class=\"pt-episode-card__guest-meta\"><p class=\"pt-episode-card__guest-meta-position\">Chief Executive Officer<\/p><p class=\"pt-episode-card__guest-meta-company\">Relevate Health<\/p><\/div><div class=\"pt-episode-card__actions\"><a class=\"pt-episode-card__listen\" href=\"https:\/\/pharma-talks.com\/episodes\/future-of-pharma-content\/\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"pt-episode-card__play-icon\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.3744 12.7588L14.8288 11.9208L14.8148 11.9298L14.8012 11.9394L15.3744 12.7588ZM15.3744 11.4687L14.7814 12.2739L14.826 12.3068L14.874 12.3345L15.3744 11.4687ZM10.2037 7.66122L10.7966 6.85597L10.7684 6.8352L10.7388 6.81644L10.2037 7.66122ZM9.11966 8.22991L10.1197 8.22701L10.1196 8.21826L10.1194 8.2095L9.11966 8.22991ZM9.14134 15.709L8.14134 15.7119L8.14142 15.7402L8.14311 15.7684L9.14134 15.709ZM10.2651 16.3323L10.7493 17.2072L10.7952 17.1818L10.8382 17.1517L10.2651 16.3323ZM12 21V20C7.58172 20 4 16.4183 4 12H3H2C2 17.5228 6.47715 22 12 22V21ZM21 12H20C20 16.4183 16.4183 20 12 20V21V22C17.5228 22 22 17.5228 22 12H21ZM12 3V4C16.4183 4 20 7.58172 20 12H21H22C22 6.47715 17.5228 2 12 2V3ZM12 3V2C6.47715 2 2 6.47715 2 12H3H4C4 7.58172 7.58172 4 12 4V3ZM15.3744 12.7588L15.9199 13.5969C16.3323 13.3285 16.8704 12.8393 16.8694 12.0938C16.8683 11.3258 16.3021 10.8499 15.8747 10.6029L15.3744 11.4687L14.874 12.3345C14.9677 12.3886 14.9787 12.4133 14.9586 12.3878C14.9315 12.3532 14.8696 12.2512 14.8694 12.0965C14.8692 11.9454 14.928 11.8534 14.9423 11.8342C14.952 11.821 14.9295 11.8552 14.8288 11.9208L15.3744 12.7588ZM15.3744 11.4687L15.9673 10.6634L10.7966 6.85597L10.2037 7.66122L9.61072 8.46646L14.7814 12.2739L15.3744 11.4687ZM10.2037 7.66122L10.7388 6.81644C10.286 6.52965 9.64347 6.36117 9.03218 6.6466C8.36565 6.95781 8.10714 7.62689 8.11987 8.25032L9.11966 8.22991L10.1194 8.2095C10.1185 8.16275 10.1285 8.19137 10.0938 8.25775C10.0552 8.33159 9.98183 8.41046 9.87832 8.45879C9.67864 8.55202 9.5853 8.45326 9.66854 8.50599L10.2037 7.66122ZM9.11966 8.22991L8.11966 8.23281L8.14134 15.7119L9.14134 15.709L10.1413 15.7061L10.1197 8.22701L9.11966 8.22991ZM9.14134 15.709L8.14311 15.7684C8.17339 16.2771 8.35111 16.9731 9.00854 17.3242C9.65564 17.6698 10.3249 17.4421 10.7493 17.2072L10.2651 16.3323L9.78087 15.4573C9.69245 15.5063 9.66333 15.5057 9.68777 15.5024C9.72022 15.4979 9.82562 15.4933 9.95074 15.5601C10.0775 15.6278 10.1348 15.7209 10.1513 15.7559C10.1634 15.7818 10.146 15.758 10.1396 15.6496L9.14134 15.709ZM10.2651 16.3323L10.8382 17.1517L15.9475 13.5783L15.3744 12.7588L14.8012 11.9394L9.69195 15.5128L10.2651 16.3323Z\" fill=\"#EFF2EF\"\/><\/svg><span class=\"pt-episode-card__listen-text\">Listen Now!<\/span><\/a><\/div><\/div>                    <\/div>\n                <\/article>\n                    <\/div>\n            <\/div>\n    <\/section>\n\n\n<style id=\"pharmatalks-content-split-style\">.pt-split__container.container{max-width:var(--pt-split-container-width,var(--container-width))}@media (width >= 1440px){.pt-split__container.container{overflow:hidden}}.pt-split{background-color:var(--pt-split-bg,transparent);background-repeat:var(--pt-split-bg-repeat,no-repeat);padding-bottom:var(--pt-split-padding-bottom,64px);padding-top:var(--pt-split-padding-top,64px)}.pt-split figure{margin:0}.pt-split__inner{display:flex;flex-direction:column;gap:var(--pt-split-mobile-gap,var(--pt-split-gap,120px))}@media (width >= 1440px){.pt-split__inner{margin:0 -20px}}.pt-split__inner .pt-split__col{height:fit-content}.pt-split__col--left{background-color:var(--pt-split-col-left-color,transparent);background-image:var(--pt-split-col-left-image,none);background-position:var(--pt-split-col-left-pos,center);background-repeat:var(--pt-split-col-left-repeat,no-repeat);background-size:var(--pt-split-col-left-size,auto);border-radius:var(--pt-split-col-left-border-radius,0);padding:var(--pt-split-col-left-padding-top,0) var(--pt-split-col-left-padding-right,0) var(--pt-split-col-left-padding-bottom,0) var(--pt-split-col-left-padding-left,0)}.pt-split__col--right{background-color:var(--pt-split-col-right-color,transparent);background-image:var(--pt-split-col-right-image,none);background-position:var(--pt-split-col-right-pos,center);background-repeat:var(--pt-split-col-right-repeat,no-repeat);background-size:var(--pt-split-col-right-size,auto);border-radius:var(--pt-split-col-right-border-radius,0);padding:var(--pt-split-col-right-padding-top,0) var(--pt-split-col-right-padding-right,0) var(--pt-split-col-right-padding-bottom,0) var(--pt-split-col-right-padding-left,0)}@media (min-width:998px){.pt-split__inner{gap:var(--pt-split-gap,120px)}}@media (max-width:997px){.pt-split{padding-bottom:var(--pt-split-mobile-padding-bottom,var(--pt-split-padding-bottom,64px));padding-top:var(--pt-split-mobile-padding-top,var(--pt-split-padding-top,64px))}.pt-split__col--left{padding:var(--pt-split-col-left-mobile-padding-top,var(--pt-split-col-left-padding-top,0)) var(--pt-split-col-left-mobile-padding-right,var(--pt-split-col-left-padding-right,0)) var(--pt-split-col-left-mobile-padding-bottom,var(--pt-split-col-left-padding-bottom,0)) var(--pt-split-col-left-mobile-padding-left,var(--pt-split-col-left-padding-left,0))}.pt-split__col--right{padding:var(--pt-split-col-right-mobile-padding-top,var(--pt-split-col-right-padding-top,0)) var(--pt-split-col-right-mobile-padding-right,var(--pt-split-col-right-padding-right,0)) var(--pt-split-col-right-mobile-padding-bottom,var(--pt-split-col-right-padding-bottom,0)) var(--pt-split-col-right-mobile-padding-left,var(--pt-split-col-right-padding-left,0))}.pt-split--mobile-left-top .pt-split__col--left{order:1}.pt-split--mobile-left-top .pt-split__col--right,.pt-split--mobile-right-top .pt-split__col--left{order:2}.pt-split--mobile-right-top .pt-split__col--right{order:1}.pt-split__inner .wp-block-image img{margin:0 auto}}@media (min-width:998px){.pt-split__inner{display:flex;flex-direction:row}.align-bottom .pt-split__inner{align-items:flex-end}.pt-split__col--left{flex:var(--pt-split-left-ratio,40) 1 0;min-width:0}.pt-split__col--right{flex:var(--pt-split-right-ratio,60) 1 0;max-width:var(--pt-split-right-max-width,none);min-width:0}.pt-split__col--right .pt-split__col--right-container,.pt-split__col--right>.wp-block-group__inner-container{max-width:100%}.pt-split--desktop-right-left .pt-split__col--left{order:2}.pt-split--desktop-right-left .pt-split__col--right{order:1}}<\/style>\n<section class=\"wp-block-pharmatalks-content-split pt-split pt-split--mobile-left-top pt-split--desktop-left-right\" style=\"--pt-split-gap:48px;--pt-split-padding-top:64px;--pt-split-padding-bottom:64px;--pt-split-left-ratio:28;--pt-split-right-ratio:72;color:#082480;--pt-split-col-left-color:#274db800;--pt-split-col-left-image:url(https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/08\/bg-pharma.png);--pt-split-col-left-size:cover;--pt-split-col-left-pos:center;--pt-split-col-left-repeat:no-repeat;--pt-split-col-left-padding-top:52px;--pt-split-col-left-padding-right:63px;--pt-split-col-left-padding-bottom:63px;--pt-split-col-left-padding-left:44px;--pt-split-col-left-border-radius:16px;--pt-split-col-right-padding-top:0px;--pt-split-col-right-padding-right:0px;--pt-split-col-right-padding-bottom:0px;--pt-split-col-right-padding-left:0px;--pt-split-col-right-border-radius:0px\"><div class=\"container pt-split__container\"><div class=\"pt-split__inner\">\n<div id=\"subscribe\" class=\"wp-block-group pt-split__col pt-split__col--left\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-pharmatalks-split-heading pt-split-heading pt-split-heading--base pt-split-heading__inner\" style=\"--pt-split-heading-fs:56px;--pt-split-heading-fs-mobile:36px;--pt-split-heading-color:#264cb8;--pt-split-heading-mb:8px;--pt-split-heading-lh:1.2;--pt-split-heading-fw:500\">Subscribe<\/h2>\n\n\n\n<div class=\"wp-block-pharmatalks-split-text pt-split-text pt-split-text--base\" style=\"--pt-split-text-fs:18px;--pt-split-text-color:#082480;--pt-split-text-mb:24px;--pt-split-text-lh:1.2\"><div class=\"pt-split-text__inner\">To Get Pharma Talks Episodes Straight To Your Inbox.<\/div><\/div>\n\n\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f96-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"96\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/?rest_route=%2Fwp%2Fv2%2Fepisode%2F1059#wpcf7-f96-o1\" method=\"post\" class=\"wpcf7-form init\" id=\"96\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"96\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f96-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<div class=\"notify-form\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Get the latest drop\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n\t<\/p>\n\t<p> &nbsp;\n\t<\/p>\n\t<div class=\"acceptance\">\n\t\t<p>We use the details you submit to review your application and to contact you about appearing on PharmaTalks. If we go ahead, we will agree the terms of the recording with you separately, including the permissions we need to publish the episode. See the Privacy Policy for how we handle your data and the rights you have.\n\t\t<\/p>\n\t\t<p> &nbsp;\n\t\t<\/p>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-554\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-554\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I confirm I have read the <a href=\"\/privacy-policy\/\" style=\"text-decoration:underline\">Privacy Policy<\/a> and understand how Viseven Europe O\u00dc will process my personal data.<\/span><\/label><\/span><\/span><\/span><span class=\"wpcf7-form-control-wrap\" data-name=\"marketing_status\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"marketing_status\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I would like to receive marketing communications from Viseven Europe O\u00dc and its Affiliates.<\/span><\/label><\/span><\/span><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<p> &nbsp;\n\t<\/p>\n\t<p><span class=\"submit\"><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Notify me\" \/><\/span>\n\t<\/p>\n<\/div>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"Pharma Talks Newsletter\" type=\"hidden\" name=\"pageTitle\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"pageUrl\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" id=\"offerType\" value=\"0\" type=\"hidden\" name=\"offerType\" \/><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group pt-split__col pt-split__col--right\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group pt-split__col--right-container\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-pharmatalks-faq pt-faq\" style=\"--pt-faq-bg:#f0f2f000;--pt-faq-text:#082480;--pt-faq-title-align:left;--pt-faq-padding-top:64px;--pt-faq-padding-bottom:64px\"><div class=\"container\"><div class=\"pt-faq__inner\"><h2 class=\"pt-faq__title\">FAQ<\/h2><div class=\"pt-faq__list\"><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">What\u00a0is\u00a0Pharma Talks about?<\/summary><div class=\"pt-faq__answer\">Pharma Talks is a\u00a0pharma\u00a0podcast\u00a0where industry leaders discuss life sciences, commercialization, tech adoption,\u00a0digital transformation,\u00a0and leadership.\u00a0<\/div><\/details><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">Who\u00a0are\u00a0Pharma Talks\u00a0for?<\/summary><div class=\"pt-faq__answer\">This\u00a0pharma\u00a0marketing\u00a0podcast\u00a0is for life sciences professionals, pharma leaders, marketers, medical teams, and innovators who want to grow and refuse to accept the industry status quo.\u00a0<\/div><\/details><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">Who is the Pharma Talks host?\u00a0<\/summary><div class=\"pt-faq__answer\">This\u00a0pharmaceutical\u00a0podcast\u00a0is hosted by Nataliya Andreychuk,\u00a0founder and CEO of\u00a0Viseven, a global company that helps life sciences brands\u00a0reach\u00a0HCPs and patients\u00a0faster with\u00a0compliant\u00a0and impactful\u00a0content. She is also a LinkedIn voice in the industry, a member of the Forbes Agency Council, and a frequent speaker at industry events. Nataliya brings more than 20 years of experience in marketing and life sciences.\u00a0<\/div><\/details><details class=\"pt-faq__item\"><summary class=\"pt-faq__question\">Can I become a guest\u00a0at\u00a0Pharma Talks?<\/summary><div class=\"pt-faq__answer\">If you have experience\u00a0in pharma\u00a0and life sciences\u00a0or have founded a\u00a0brand, platform, or media, you can apply to be a guest and share your story with our audience.\u00a0<\/div><\/details><\/div><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What\u00a0is\u00a0Pharma Talks about?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Pharma Talks is a\u00a0pharma\u00a0podcast\u00a0where industry leaders discuss life sciences, commercialization, tech adoption,\u00a0digital transformation,\u00a0and leadership.\u00a0\"}},{\"@type\":\"Question\",\"name\":\"Who\u00a0are\u00a0Pharma Talks\u00a0for?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"This\u00a0pharma\u00a0marketing\u00a0podcast\u00a0is for life sciences professionals, pharma leaders, marketers, medical teams, and innovators who want to grow and refuse to accept the industry status quo.\u00a0\"}},{\"@type\":\"Question\",\"name\":\"Who is the Pharma Talks host?\u00a0\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"This\u00a0pharmaceutical\u00a0podcast\u00a0is hosted by Nataliya Andreychuk,\u00a0founder and CEO of\u00a0Viseven, a global company that helps life sciences brands\u00a0reach\u00a0HCPs and patients\u00a0faster with\u00a0compliant\u00a0and impactful\u00a0content. She is also a LinkedIn voice in the industry, a member of the Forbes Agency Council, and a frequent speaker at industry events. Nataliya brings more than 20 years of experience in marketing and life sciences.\u00a0\"}},{\"@type\":\"Question\",\"name\":\"Can I become a guest\u00a0at\u00a0Pharma Talks?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"If you have experience\u00a0in pharma\u00a0and life sciences\u00a0or have founded a\u00a0brand, platform, or media, you can apply to be a guest and share your story with our audience.\u00a0\"}}]}<\/script><\/div><\/div><\/section>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":1091,"template":"","meta":{"pt_page_bg_color":"#eff2ef","pt_page_bg_image_id":567,"pt_page_bg_image_url":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2026\/04\/Rectangle-1399-4.webp","pt_page_bg_image_size":"cover","pt_page_bg_image_position":"center","pt_page_bg_image_repeat":"no-repeat","pt_page_bg_fixed":true,"pt_page_text_color":""},"episode_topic":[],"class_list":["post-1059","episode","type-episode","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI-First vs AI-Last: The Mindset Gap in Pharma Marketing<\/title>\n<meta name=\"description\" content=\"Patrick Markt-Niederreiter and Nataliya Andreychuk on why bolting AI onto existing workflows limits it, and what changes when you design around it instead.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing\" \/>\n<meta property=\"og:description\" content=\"Patrick Markt-Niederreiter and Nataliya Andreychuk on why bolting AI onto existing workflows limits it, and what changes when you design around it instead.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/\" \/>\n<meta property=\"og:site_name\" content=\"PharmaTalks\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-03T14:57:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/\",\"url\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/\",\"name\":\"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pharma-talks.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/pharma-talks-patrick-niederreiter-1200x628-1.png\",\"datePublished\":\"2025-08-06T08:57:00+00:00\",\"dateModified\":\"2026-09-03T14:57:34+00:00\",\"description\":\"Patrick Markt-Niederreiter and Nataliya Andreychuk on why bolting AI onto existing workflows limits it, and what changes when you design around it instead.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/#primaryimage\",\"url\":\"https:\\\/\\\/pharma-talks.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/pharma-talks-patrick-niederreiter-1200x628-1.png\",\"contentUrl\":\"https:\\\/\\\/pharma-talks.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/pharma-talks-patrick-niederreiter-1200x628-1.png\",\"width\":1200,\"height\":628},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/ai-changes-pharma\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/pharma-talks.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Episodes\",\"item\":\"https:\\\/\\\/pharma-talks.com\\\/episodes\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pharma-talks.com\\\/#website\",\"url\":\"https:\\\/\\\/pharma-talks.com\\\/\",\"name\":\"Pharmatalks dev\",\"description\":\"Exploring Pharma &amp; Life Sciences Podcasts\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pharma-talks.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing","description":"Patrick Markt-Niederreiter and Nataliya Andreychuk on why bolting AI onto existing workflows limits it, and what changes when you design around it instead.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/","og_locale":"en_US","og_type":"article","og_title":"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing","og_description":"Patrick Markt-Niederreiter and Nataliya Andreychuk on why bolting AI onto existing workflows limits it, and what changes when you design around it instead.","og_url":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/","og_site_name":"PharmaTalks","article_modified_time":"2026-09-03T14:57:34+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/","url":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/","name":"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing","isPartOf":{"@id":"https:\/\/pharma-talks.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/#primaryimage"},"image":{"@id":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/#primaryimage"},"thumbnailUrl":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png","datePublished":"2025-08-06T08:57:00+00:00","dateModified":"2026-09-03T14:57:34+00:00","description":"Patrick Markt-Niederreiter and Nataliya Andreychuk on why bolting AI onto existing workflows limits it, and what changes when you design around it instead.","breadcrumb":{"@id":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/#primaryimage","url":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png","contentUrl":"https:\/\/pharma-talks.com\/wp-content\/uploads\/2025\/08\/pharma-talks-patrick-niederreiter-1200x628-1.png","width":1200,"height":628},{"@type":"BreadcrumbList","@id":"https:\/\/pharma-talks.com\/episodes\/ai-changes-pharma\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/pharma-talks.com\/"},{"@type":"ListItem","position":2,"name":"Episodes","item":"https:\/\/pharma-talks.com\/episodes\/"},{"@type":"ListItem","position":3,"name":"AI-First vs AI-Last: The Mindset Gap in Pharma Marketing\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/pharma-talks.com\/#website","url":"https:\/\/pharma-talks.com\/","name":"Pharmatalks dev","description":"Exploring Pharma &amp; Life Sciences Podcasts","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pharma-talks.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/episode\/1059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/episode"}],"about":[{"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/types\/episode"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pharma-talks.com\/?rest_route=\/wp\/v2\/media\/1091"}],"wp:attachment":[{"href":"https:\/\/pharma-talks.com\/?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1059"}],"wp:term":[{"taxonomy":"episode_topic","embeddable":true,"href":"https:\/\/pharma-talks.com\/?rest_route=%2Fwp%2Fv2%2Fepisode_topic&post=1059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}