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ON-DEMAND WEBINAR

The AI efficiency trap: Why faster content doesn't mean a faster MLR process

Watch the full session, 60 minutes

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What this session covers

Generative AI has lowered the cost of producing another draft, another variation, another localization. Life sciences teams are creating more content than ever, across more channels and more markets. What hasn't changed is the number of people available to review and approve it. Most AI business cases stop at the drafting stage.

In this session, Vodori and Compliance Forward look at what actually happens after the first draft. They examine where AI is delivering real value in regulated content operations, where it quietly moves work downstream instead of removing it, and what it takes to build an AI strategy that improves the full content lifecycle rather than one stage of it.

Inside the session

Jason Cober, Senior Consultant for Regulatory Affairs, Ad Promo & Digital at Compliance Forward, and Annalise Ludtke, Director of Marketing at Vodori, take a candid look at where AI belongs in the promotional review process and where it doesn't. 

In this webinar, you'll learn:

  • Why faster content creation doesn't translate into faster MLR approval

  • The hidden operational costs that most AI business cases leave out

  • How AI is changing what reviewers are actually responsible for

  • Practical AI use cases delivering measurable value in review today

  • What to put in place before scaling AI across regulated content operations

Watch the recording

Meet the Speakers

Jason Cober

Senior Consultant, Regulatory Affairs, Ad Promo & Digital, Compliance Forward

Jason Cober

Jason Cober

Senior Consultant, Regulatory Affairs, Ad Promo & Digital, Compliance Forward

Jason is a Senior Consultant - Regulatory Affairs, Ad/Promo & Digital at Compliance Forward. Prior to joining Compliance Forward, he was a Team Lead in FDA's Office of Prescription Drug Promotion (OPDP) and worked at FDA for 17 years. He has nearly a decade of experience developing Artificial Intelligence solutions in the Regulatory Ad/Promo environment and led the deployment of multiple AI solutions to OPDP. Jason brings a unique perspective that blends regulatory expertise with practical experience integrating Artificial Intelligence solutions in the Ad/Promo space.

Annalise Ludtke

Director of Marketing, Vodori

Annalise Ludtke

Annalise Ludtke

Director of Marketing, Vodori

Annalise leads marketing at Vodori, where she is responsible for brand strategy, demand generation, and product marketing across the company’s platform. She works closely with sales, product, and customer success leadership to translate company strategy into clear positioning, differentiated messaging, and revenue-aligned campaigns. Prior to Vodori, Annalise worked within the social impact sector, focusing on women's health and education. Annalise holds a Bachelor of Arts in International Relations from Michigan State University and a Master of Arts in Professional Communication from the University of San Francisco.