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Guide

Operationalizing AI Sales Coaching: The Pharma L&D Playbook

June 22, 2026
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A one-page playbook from four pharma L&D leaders at Bayer, Regeneron, Sanofi, and UCB on how to bring AI sales coaching into a regulated organization, get it approved, and scale it.
  • A five-step path from first use case to full rollout, drawn from teams who have actually done it.
  • Real proof points to build your internal case.
  • The traps that stall rollouts, from treating compliance as the last step to underestimating an IT firewall update.
  • Four questions to take to leadership and compliance on Monday morning.
  • A starting move tailored to where you are right now, whether you're just exploring, running a pilot, or scaling.

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A practical roadmap for bringing AI coaching into your organization and getting it approved, built from teams who've done it.

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“The ability to scale training without sacrificing quality was a game-changer for us.”
— Peter Frank, Director, Cardio Renal and Women’s Health Franchise Training, Bayer
“Reps told us they felt more prepared walking into HCP conversations. They weren’t just certified—they were confident.”
— Kathy Driscoll, Associate Director, Brand Franchise Training, Bayer
“Quantified’s AI personas enabled us to scale our training without pulling people out of the field. Our learners loved how intuitive and customizable the tool was, and it became a key part of our accelerated training schedule.”
— Keenan Stare, Product and Disease Training Manager, Novartis
“Quantified’s AI-driven personas changed the game for us. The tool took our training to the next level and allowed our learners to engage with the material in a way that was natural and repeatable, without feeling the pressure of in-person assessments.”
— Keenan Stare, Product and Disease Training Manager, Novartis
“With Quantified we really felt that we found our solution.”
— Chrissy Richards, Director of Commercial Training, Sanofi
“It was super easy to use for the learners...the managers were able to start coaching right away.”
— Chrissy Richards, Director of Commercial Training, Sanofi
“It accelerated my learning significantly.”
— Learner, Sanofi
“This is the biggest sales no-brainer I’ve seen in my career.”
— Executive Director, Head of Sales Training and Development, Global Pharma Company
“This is transforming how we do sales management and coaching. We finally have reps doing roleplays. And the insights are driving significant growth.”
— VP, Global Sales and Customer Operations, Global Tech Company
“Quantified provides a realistic sales presentation experience. It allows our sales representatives to present and answer real questions they will encounter from our prospects.”
— Greg Tolmachoff, VP of Sales Operations, OpenLending