July 2026 · Method

What we look for in the first hour inside a clinic.

Most of what a clinic loses, it loses quietly. Nobody decided to lose it. There is no line item called “waste.” It hides inside jobs that feel like work — sorting, chasing, re-typing, checking — and it compounds because everyone assumes this is just what running a clinic costs.

So the first hour of any engagement is the same, every time. Not a workshop. Not a questionnaire. We watch the work.

The fax queue is the tell

Ask who owns the fax queue and watch what happens. If the answer is a name, good. If the answer is “whoever's free,” that queue is your first leak. Dozens of documents a day, each one triaged by a human deciding — referral? result? request? junk? — with the urgent ones formatted exactly like the noise. The person doing this triage is usually the most experienced one at the front desk, which means the clinic is spending its best operational judgment on sorting.

The schedule tells you about the waitlist, not the schedule

An empty slot at 10:30 is not a scheduling problem. It is a plumbing problem: the waitlist has a patient who wants that slot, and no pipe connects the two. When we ask “what happens when someone cancels?”, the answer is almost always a person, a phone, and whatever time that person can spare. The slot usually expires first.

Sunday is a symptom

We ask every physician the same question: when did you finish your last chart this week? The honest answer is usually a time of day that should not exist in a workweek. The interesting part is why it persists. It is rarely ignorance — many of the clinics we meet have already looked at an AI scribe. They stall on three questions instead: which one actually fits this clinic, whether the PHI handling is clean enough for BC, and how to roll it out without breaking the MOA loop. Stalling on those questions is rational. Answering them is a two-week job, not a two-year one.

What we don't look at

Patient records. The clinical work itself. That boundary is structural, not cosmetic: everything worth fixing in the first pass lives in the operational layer — the queue, the schedule, the templates, the referral tracking — beside the EMR, not inside it.

Why this is the method

Because the leaks are specific, the fixes are specific, and specific things can be measured. Every paid clinic engagement starts with a baseline number agreed in writing, ends with a 60-day re-measure, and doesn't get billed if the number didn't move. That discipline only works if the first hour finds something real to measure. It always does.


— Himanshu, for TOSC · July 2026