opinion6 min read2026-07-05

AI Will Not Save Your Practice

An AI vendor's warning: most practices automate their busywork and call it transformation. The real work is choosing the right leverage point first.

MK

Mike Kohl

Founder, Health Biz Scale

AI will not save your practice. I sell AI to functional medicine practices, and I am telling you that the tool will not fix what is broken. It will make it worse, faster.

I spent 20 years as a software engineer. The last application I architected went from zero to $500 million in revenue in four years. I built the first version solo, then led the team that scaled it. I learned one thing in those years that most people selling you software will never say out loud: automation does not create value. It multiplies whatever value is already there. If the thing you automate is broken, you now own a broken thing that runs at ten times the speed.

A lever amplifies whatever you attach it to

Think about what a lever actually does. It takes a small force and turns it into a large one. That is the entire magic. But a lever has no opinion about what it moves. Attach it to the right point and you lift a boulder. Attach it to the wrong point and you launch yourself into a wall with tremendous efficiency.

AI is a lever. The most powerful one most practices will ever touch. And right now the whole market is grabbing the lever and slapping it onto the nearest thing that annoys them.

Faster notes into a schedule that is already a mess. A chatbot bolted onto a website nobody can find. AI blog posts nobody reads and nobody trusts. This is not transformation. This is busywork running at a higher clock speed. You have not changed the machine. You have just made the broken part spin faster.

I have watched practice owners spend real money automating a follow-up process that should not exist, on a service that does not convert, for a patient who was never a fit. The AI worked perfectly. That was the problem.

The question nobody asks before they automate

Here is the discipline almost no vendor will teach you, because the discipline does not have a monthly fee.

Before you automate anything, you have to prove the thing being automated should exist at all.

That is the whole job. The tool is not the job. Choosing where to apply the force is the job. I call this finding the leverage point, and it is boring, and it is unglamorous, and it is the entire difference between a practice that scales and a practice that just gets busier.

Most people skip it because a demo is exciting and a hard question is not. The vendor shows you the chatbot answering a question at 2am and your brain lights up. Nobody in that demo asks whether the question should have been asked in the first place, or whether the patient asking it was ever going to book.

The one-page test before you buy any AI

You do not need me for this part. You can do it at your kitchen table tonight. Take any process you are about to automate and run it through these five questions in order. Write the answers down. If you cannot answer one, that is your answer.

  1. Does this thing exist on purpose? Can you say, in one sentence, why this process is here and what it produces? If the honest answer is "we have always done it this way," stop. You are about to automate a habit, not a result.
  2. If it vanished tomorrow, would a patient notice? Follow the process to the person at the end of it. If no patient is better off, you are automating internal theater. Delete it instead. Deletion is free and instant. Automation is neither.
  3. Is this the constraint, or is it just annoying? These are different. The thing that irritates you daily is rarely the thing holding back your growth. Your bottleneck is the one step where, if it got twice as good, everything downstream got better too. Automate that. Ignore the rest for now.
  4. Would a simple fix beat the smart one? Half the processes people want AI for should just be deleted, or handed to one person, or turned off. A checklist beats a chatbot more often than anyone selling chatbots will admit. Try the dumb fix first. If it works, you just saved a subscription.
  5. Can you measure whether it worked in 30 days? Name the number that moves if this succeeds. New patient calls. Show rate. Time from inquiry to booked. If you cannot name the number, you cannot tell success from motion, and you will pay for motion forever.

Anything that survives all five is worth automating. Almost nothing survives all five on the first pass. That is not a failure of the test. That is the test doing its job.

What the right leverage point actually looks like

When you attach the lever to the right point, you do not get a faster mess. You get a different business.

I worked with a doctor who did not need faster notes. She needed to stop being the only doctor. We fixed the real constraint. She hired, put herself on a waiting list, and her new patient calls went up roughly tenfold. The leverage was in the model, not the busywork.

Another practice was excellent and invisible. Genuinely hard to find online. We did not throw AI content at it. I built the specific tools her patients actually needed, calculators and a genetics program that no competitor had, and the practice went from hidden to ranking. The leverage was in building the one thing only she could offer, then amplifying that.

Neither of those started with a tool. They started with a question. What is the actual constraint here, and is it worth amplifying? The AI came last. It always comes last. It should come last for you too.

What to do Monday morning

Do not call an AI vendor. Not even me.

Open a blank page. Write down the three processes in your practice you most want to automate, the ones that annoy you most. Then run each one through the five questions above. Be honest, especially on question two.

You will probably find that one of the three should be deleted, one should be handed to a single person with a checklist, and only the third is a real candidate for a tool. Fix or kill the first two this week. They cost you nothing and free you immediately.

For the third, the survivor, do the boring diagnostic work of confirming it is truly your constraint before you spend a dollar automating it. Prove the thing should exist. Prove it is the bottleneck. Prove you can measure it. Then, and only then, reach for the lever.

This is not complicated and you do not need permission or a consultant to start. The whole method is right here on this page. If you want the deeper version of how I think about where to apply force in a practice, I put it in the leverage doctrine and I walk through the full build in The Leveraged Practice.

I sell AI for a living, and I am telling you the tool is the easy part. Choosing where to point it is the work. Do that work first and the tool becomes a lever. Skip it and the tool becomes a very expensive way to stay exactly where you are.

If you would rather have a second set of eyes on your leverage points, you can work with me. But start with the page. You can do this yourself.

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