Designing a Scheduling Layer Doctors Would Actually Use for Free

Every product in this industry that touches doctors eventually runs into the same wall: doctors have no reason to adopt anything a pharma company builds, because the pharma company is not their customer.

We ran into that wall early while scoping our next product, and it forced a design constraint we now think is the whole point. If a doctor is going to publish their availability for medical reps to book against, the tool has to be worth using regardless of whether a single pharma rep ever shows up. It cannot feel like a pharma tool wearing a doctor-facing skin.

What we are building

The shape we landed on is closer to a calendar than a CRM. A doctor opens a lightweight scheduling layer, marks out blocks of time they are willing to give to pharma engagement, before OPD, during a lunch window, whatever suits their clinic, and those slots become visible to reps looking to book. No cold calls, no waiting in a corridor, no guessing whether today is a good day to walk in.

A few decisions we kept coming back to during design:

• •Doctors never pay, and we mean that literally, not as an introductory offer
• •A doctor can close their calendar entirely for a week with one tap, no explanation required
• •Slots default to short, 10 to 15 minutes, because that is what a busy OPD can actually absorb
• •Nothing about the interface assumes the doctor cares about pharma reporting requirements, because they should not have to

The marketplace problem underneath the design problem

The harder question was not the interface, it was the incentive structure. A scheduling layer only works as a two-sided marketplace if both sides get something without extracting value from the other. Doctors get control over their own time and fewer unscheduled interruptions. Pharma teams get a real slot instead of a hallway conversation that may or may not happen.

We are still early in building this out, but the calendar itself is the easy part. The verification of what happens once a slot is booked is where most of our engineering time is actually going, and that is a story for a separate post.