How do I get realistic patient and clinic data without real patients?

Describe the practice, for example a dental clinic in Marseille with 3,000 patients, and Misata Studio builds clinics, doctors, staff with salaries, patients, visits with reasons and fees, and payments. Fees follow the procedure, payments exist only for completed visits, and no real person is involved. A data dictionary export documents every column for reviewers.

Best for: Health-tech developers, analysts and educators who cannot use real patient records. Updated 2026-09-21.

You would write

A dental clinic in Marseille with 3,000 patients, doctors, staff with salaries, and a 7% claim denial rate.

You would get
  • Patients, visits, doctors and staff
  • Fees and salaries at believable levels
  • Diagnoses and reasons that fit the visit
  • A data dictionary and datacard
Start from this

Why it holds up

Coherent by rule

A toothache leads to a filling, not a whitening, and a cancelled visit has no fee or payment.

Right for the place

Names, cities, phones and currencies agree with the country.

Reviewable

The certificate and data dictionary make it easy for a reviewer to see what was checked.

Questions

Does it contain real patient information?
No. Everything is generated from your description; no real person is involved.
Can it include real diagnosis codes?
Yes. Clinical archetypes use real ICD-10 codes.
Can I get documentation for reviewers?
Yes. The data dictionary and datacard export lists every column and the proof.

More you can build