Commercial diligence of an ambulatory-care platform

## The question

Can a focused ambulatory-care platform scale across cities while maintaining clinical quality, physician alignment and attractive site economics?

## My role

I led the commercial diligence workstream, assessing market demand, procedure migration, site-level economics, physician and hospital relationships, competitive responses and the scalability of the operating model.

## What mattered

The work focused on five questions:

- Which procedures were genuinely suitable for migration from hospital settings into ambulatory care?
- What level of demand density was required for individual sites to become economically attractive?
- How dependent was performance on specific physician relationships, referral patterns or hospital partnerships?
- Which elements of the operating model could be standardised across cities, and which were inherently local?
- What would need to change for the model to scale without weakening clinical quality or commercial economics?

Site visits and primary interviews were particularly important in distinguishing what appeared scalable in the business plan from what was operationally repeatable in practice.

The diligence also examined the difference between first-site success and true platform scalability. A model can look attractive at one location because of founder relationships, local referral strength or unusually favourable doctor economics; the key question is whether those conditions can be recreated systematically.

## The broader lesson

In healthcare services, replication risk can matter more than first-site performance.

The diligence question is not simply whether one unit works, but whether the business can repeatedly reproduce the clinical, referral, physician and economic conditions that made the first unit successful.

For asset-light healthcare models, scalability is therefore as much an operating-model question as a market-demand question.