But it’s based on a very real story.
I was having coffee with a client the other day when we found ourselves in one of the industry’s favorite debates: will AI alone ever be able to develop drugs? Some argue the algorithms will eventually get there. Others believe discovery and development will always require human creativity, judgment, and intuition.
But here’s the reality: before a therapy reaches patients, it must go through rigorous trials – trials that demand far more than technology. No company launches a Phase III study without a human assessment of the science, an understanding of the patient population, and the risks ahead.
Finding senior leaders in healthcare and life sciences demands the same discipline.
Will AI alone ever be able to identify, evaluate, and secure the people who can guide companies through scientific risk, investor scrutiny, and commercial pressure? My answer is the same: it will change the game, but the best outcomes won’t be produced without human insight.
AI can scrape résumés, map org charts, and generate lists in seconds. It’s impressive, and honestly, very helpful. But a list can’t tell you whether a leader will inspire confidence or cause doubt in an organization. It doesn’t reveal how they behave under pressure, navigate uncertainty, or fit your stage, culture, and capital reality.
That requires rigor – fluency in the science, trusted networks, and judgment honed over years in the market. The best and most differentiated search partners need to do more than make introductions; they need to be advisors. They should help you decide which roles matter most, how to sequence hires around clinical and commercial milestones, and how to scale teams within capital constraints.
And just like this blog that my little AI friend helped me write, the first output was fine at best, but with my insight and feedback, it was able to turn it into something (I hope) worth reading. Whether launching a therapy or assembling a leadership team, transformational value comes from deep business insight and true knowledge of the people you represent—not just efficiency shortcuts.
Written by Dave Melville – October 22, 2026.
Source: https://www.linkedin.com/pulse/spoiler-alert-ai-helped-me-write-dave-melville-2bije/