Launch Day Is Too Late: Why Pharma Needs AI Monitoring Before the Press Release Drops
When Novo Nordisk’s semaglutide brand Ozempic became a cultural phenomenon in 2022, the company’s brand team faced a problem they […]
Audit AI Answers Before They Become Compliance Liabilities
A physician asks ChatGPT about the maximum daily dose of apixaban before a procedure. The model responds with a figure
AI Monitoring Is the New Drug Safety Function Pharma Can’t Ignore
A patient types ‘Can I take Ozempic if I have pancreatitis?’ into ChatGPT. The model responds with an answer. That
When AI Recommends the Wrong Dose: The Pharma Compliance Crisis No One Is Tracking
A patient asks ChatGPT how much metformin to take. The answer comes back confident, formatted like a clinical protocol, and
Which LLM Gives the Most Accurate Drug Information? A Pharma Brand Team’s Field Guide
A patient types ‘Can I take Ozempic and metformin together?’ into ChatGPT. A physician asks Gemini about semaglutide dosing for
AI Drug Answers Are Reshaping Pharma’s Competitive Battlefield — And Most Brands Aren’t Watching
When a patient types ‘what’s the best GLP-1 for weight loss’ into ChatGPT, the answer they get back is not
When AI Gets Your Drug Wrong: The Invisible Reputation Risk Pharma Can’t Afford to Ignore
The FDA didn’t send a warning letter. No patient filed an adverse event report. No journalist called. But somewhere between
When AI Recommends the Wrong Dose: The Pharma Compliance Crisis No One Is Tracking
A patient asks ChatGPT how much metformin to take. The answer comes back confident, formatted like a clinical protocol, and
How AI-Generated Drug Comparisons Are Reshaping Pharma Brand Strategy
When a patient types ‘Ozempic vs. Wegovy: which is better for weight loss?’ into ChatGPT, they get an answer in
Drug Safety Teams Need AI Monitoring Dashboards. Here’s the Proof.
Somewhere right now, a patient is asking Perplexity whether their new prescription interacts with ibuprofen. Another is asking ChatGPT how
Pharma Has No Idea What AI Is Saying About Its Drugs — Here’s How to Fix That
When a patient types “is Ozempic safe for people with a history of pancreatitis?” into ChatGPT, the answer they receive
What AI Gets Wrong About Black Box Warnings — And Why Pharma Can’t Ignore It
Every month, tens of millions of patients and physicians type drug safety questions into ChatGPT, Gemini, Perplexity, and Claude. The
