LinkedIn desk — GetBrian

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Slide 1 — Title: "Where AI Actually Helps in Pharma Commercial — A Working Framework"
Slide 2 — The problem: Too many AI pitches land on commercial and medical affairs desks every month, and most teams don't have a consistent filter to sort real value from noise.
Slide 3 — Filter 1: Reversibility: Does a human review the output before anything reaches a patient or HCP? If not, treat it as high risk regardless of how good the demo looks.
Slide 4 — Filter 2: Data grounding: Is the model working from your verified, approved content library — or generating freely from general web knowledge? Grounded outputs are far safer to build on.
Slide 5 — Filter 3: Time saved vs. judgment replaced: Good AI use compresses drafting and search time. Bad AI use tries to replace clinical or strategic judgment entirely.
Slide 6 — Where it genuinely helps: Medical information response drafting (human-reviewed), literature triage, first-draft market access dossiers, competitive intelligence summarisation, rep call-prep summaries.
Slide 7 — Where it's still hype: Patient-facing diagnostic or triage claims without regulatory clearance; "AI-written" HCP-facing clinical content with no medical review loop; black-box market access predictions used to skip payer engagement.
Slide 8 — The litmus test + closing: "Would I let this go out with only an AI in the loop?" If no, it's an assistant, not an autonomous tool — resource it accordingly. What's the one AI tool that's earned a permanent place in your team's workflow? Tell me below.

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Clifton Flack

Chief Commercial Officer, SLA Pharma

I've sat through more "AI will transform pharma" pitches than I can count. Maybe 20% of them survive contact with a real commercial team. Here's the framework I use to tell which is which. I've sat through

more "AI will transform pharma" pitches than I can count. Most don't survive contact with a real commercial or medical affairs team. Swipe through the three filters I actually use to separate the tools worth adopting from the ones that are still hype — and where I've seen AI genuinely earn its place in pharma commercial and medical affairs. This is a general framework based on industry patterns, not a specific product recommendation. What's the one AI tool that's actually earned a permanent spot in your team's workflow? #AIinHealthcare #PharmaCommercial #DigitalHealth

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