AI SDR agents: a case study playbook for healthcare and life sciences in Southern Europe

This edition of the Growth Broker playbook is written for commercial leaders at healthtech, medtech, and life-sciences companies operating in Southern Europe. In this market, Southern European buyers reward relationship depth over transactional outreach, so the way you install AI SDR agents has to be shaped to that reality from day one.

Names removed, numbers preserved. This is a real AI SDR agents engagement, reproduced as a playbook. Client had product-market fit, a rev team of eleven, and a stalled pipeline.

Week one: diagnosis. The stated problem was "not enough leads". The actual problem was spraying generic sequences from an unwarmed domain and burning sender reputation, which had been masked by inbound velocity that peaked two quarters earlier.

Weeks two to three: rebuild the target list from scratch and re-cut the trigger. AI SDR agents works when the cost per booked meeting drops 5–10x while volume rises; the client had drifted away from that first principle.

Inside healthcare and life sciences, the binding constraint is almost always regulated-sale cycle length, not intent, and in Southern Europe it is compounded by the fact that relationship depth, not activity volume is what actually gates growth. AI SDR agents is only useful here when it is pointed at both constraints at once.

Weeks four to six: live at 20% of previous volume, quality bar raised. Qualified meetings per $1k of AI spend per week moved every week, though absolute numbers stayed modest.

Weeks seven to twelve: ramp. By week ten the number was ahead of the pre-stall baseline. By week twelve it was 40% ahead. Cost per outcome was roughly halved.

What we would repeat: the diagnosis step, the quality bar, and the weekly review. What we would kill sooner: two tools we bought in month one that added noise instead of leverage.

The client's own summary at the end of quarter one: "we thought we needed more of everything; we actually needed less of the wrong things." That is usually the lesson.

Concretely for healthcare and life sciences in Southern Europe: the healthcare teams that install this get past procurement instead of dying in it, and a single trusted Southern European relationship compounds into a regional beachhead. That is the reason it is worth installing AI SDR agents deliberately for this market rather than importing a playbook designed for somewhere else.