Sell healthcare and dental practice data to AI companies

Why AI companies want practice data right now

Much of the AI being built for healthcare is aimed at the front office and the back office rather than the exam room: agents that book and reschedule patients, check eligibility, prepare claims, work denials and answer routine questions from staff. These tasks take up a large share of a practice's time, and AI companies need to learn how real practices handle them.

Payer rules, code sets and fee schedules are public. How a billing team works a denied claim, how the front desk handles a fully booked Monday or how an office manager sorts out a supplier problem is not. That knowledge lives in email, internal chat, the practice management system and the documents a team writes for itself. It is why healthcare and dental practices are in strong demand today.

Selling healthcare practice data to AI companies in practice means licensing it. The buyer gets a limited right to train on an agreed, reviewed selection, and the practice keeps its records.

What carries the value

The value is in the practice's operations, seen across the systems the office team uses:

Revenue cycle management is a strong example. The sequence from scheduled visit to claim, denial, appeal and payment shows a process step by step – which is exactly what an AI agent needs to learn. Vendor management, from supply orders to equipment service, adds another layer that few public sources capture.

Three years of history is the usual starting point; five or more is better. Groups that run several locations from a shared office add variety in volume, specialties and payer mix.

Who fits and how to count your staff

• Dental practices and dental groups, including multi-location offices.
• Medical practices – primary care, specialty groups, physical therapy, dermatology, orthodontics and similar.
• Outpatient and ambulatory groups with a central business office.
• Medical billing companies working in their own systems.

Healthcare and dental deals typically start from about 15 office staff. Count the people whose work lives in the systems above: front desk, schedulers, billing and RCM staff, office managers, practice administrators and finance. Clinicians count when they use the same email and internal chat, but the core of the value is in the office. Bigger teams get bigger offers, and practices with 100 or more office staff get the largest.

The practice needs to own its records. Where a DSO, management services organization or hospital system controls the systems, that is checked first. Internal communication should mainly be in English.

How patient information is handled

Patient health information is handled end to end by a certified healthcare data partner under a Business Associate Agreement (BAA). In practice, that partner reviews the records, works with the practice on what can be included and handles the removal or de-identification of patient information inside each system before anything is delivered. Clinical and EHR records are reviewed case by case.

Other sensitive content is filtered inside each system too:

• HR and personnel records are filtered out.
• Payment card and bank details are removed.
• Material under vendor or payer confidentiality terms is reviewed and usually left out.

How HIPAA and state privacy rules apply depends on the practice, its agreements and its records, which is why each deal is reviewed individually. This describes how it generally works today, not legal advice. There is more background in data privacy and AI training.

Leaving out whole systems lowers the offer. Filtering inside each system keeps the operational record intact while sensitive content is handled properly.

What practices typically receive right now

Smaller companies in high-demand industries are quoted individually. These are indicative ranges from what we see in the market right now, not offers – the real number comes in a written offer after a review, and depends on your industry, years of history, which systems are included and demand at the time.

Healthcare and dental practices with a full operational record and long history usually land in the middle to upper part of their band, after the case-by-case review. Our data value estimator gives a first estimate in about two minutes.

How a deal works

1. You describe the practice – office staff, locations, systems and years of history. About two minutes; no records are uploaded.
2. We review fit, ownership and demand, and get back to you within 48 hours on business days.
3. You approve a written offer, or decline. Nothing is shared before you approve.
4. Review and delivery. The healthcare data partner handles patient information under a BAA, other excluded content is filtered, and the agreed records are delivered before payment is made.

A decision maker who can sign within about two weeks of the first call helps the deal move. The review costs nothing – we only get paid when a deal goes through. Read how it works. For the full picture across industries, see how to sell data to AI companies.