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Podcast #1 - The Adaptive Launch
Your best launch plan has a shelf life of about three months. That is how long a single tactic has traditionally taken to turn around, inside a window that runs six months to a year. Lou Pillai on what changes when a launch runs as a closed loop rather than a static map. The stakes show up at patient access, where a two-week wait starts costing you prescribers. That three months is the honest number: rework the content, re-run the review, get it back into the field. Teams can
Jonathan Olsen
2 days ago2 min read


The Control Gap: Where Everyone Agrees
The entire industry agrees on where AI belongs first in a launch. Pfizer already built it, and named it after the man who founded the company. The short version: • Pfizer's Charlie is the clearest real-world proof of the MLR consensus, and it works because it routes risk to humans faster rather than deciding anything itself. • It's the lowest-regret AI win in launch, and worth building. • But the pitch assumes the review was the bottleneck, and the real delay usually sits ups
Jonathan Olsen
5 days ago2 min read


Rethinking the Drug Launch for the Age of AI, A Podcast
That gap, between knowing what good looks like and being able to act while the market is still moving, is what I wanted to put to someone who has lived it. Lou has spent three decades in commercialization and has since sat on the other side of the table, advising the teams making these calls. Not a vendor with a platform to sell. An operator who has watched launches drift in real time and can tell you where and why. My thanks to him for a genuinely candid hour, and for being
Jonathan Olsen
6 days ago2 min read


The Control Gap: The Thesis
Every big firm is now selling the same pharma launch. Agentic. Sense-and-respond. "Launch as a learning system." They are all describing the same thing, and none of them is in the room when it fails. The short version: The big-firm launch point of view has converged, and the platforms behind it are real. Launches still drift anyway, because the gap was never structure. It was control. The question isn't which agentic platform to buy. It's who holds the loop closed when the ma
Jonathan Olsen
6 days ago2 min read


8 Major AI Trends Reshaping Commercial & Customer Experience in Pharmaceuticals
From Ivy Tree Advisors Pharma's commercial and customer experience landscape is undergoing its most significant transformation in a generation. "Better CX" in pharma means less friction, more trustworthy information, and faster time to therapy not better marketing. The imperative has shifted from "should we use AI?" to "are we using it to solve the right problems, in the right workflows, for the right people?" EXECUTIVE SUMMARY 1. AI driven Next Best Action is delivering me
Jonathan Olsen
Mar 2516 min read


The Human Edge: Why AI Won't Replace Great Consultants—And What That Means for Your Business
We're probably at the peak of the AI hype cycle. Your teams have moved beyond experimenting with ChatGPT—they're now integrating AI into...
Jonathan Olsen
Aug 5, 20252 min read


Eliquis & Pharma’s DTC Revolution
💊 Bristol-Myers Squibb and Pfizer are rolling out DTC sales for Eliquis—one of the world’s best-selling blood thinners—at a discount....
Jonathan Olsen
Aug 5, 20251 min read


Governing the AI Leap in Commercial Pharma
Is pharma finally getting AI governance right? After years of cautious experimentation, pharmaceutical companies are finding their rhythm...
Jonathan Olsen
Aug 5, 20252 min read


AI in Drug Discovery: Tools & Trends
The AI-powered drug discovery platform market is set to reach $1.29 billion in 2025, and surge to $8.27 billion by 2035—a rapid ~20%...
Jonathan Olsen
Jun 17, 20252 min read


AI Governance in Pharma R&D
What if the success of AI in pharma R&D depends less on how powerful the models are—and more on whether companies build the right...
Jonathan Olsen
Jun 13, 20252 min read
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