How to build a clinic records app with AI

These are the parts a clinic records app needs before it is useful. Each one is something the plan covers.

• Practice / location tenancy: Keep every practice, location and department's patients separate; PHI never crosses a tenant boundary.
• Clinical roles and minimum-necessary access: A front-desk clerk, nurse, physician, biller and admin each see only what their job needs.
• PHI access log: Prove who viewed, changed, exported or printed any patient record, and why.
• Amendable clinical record: Clinical notes are legal records: signed notes are never edited in place, only amended with the original preserved.
• Consent and disclosure tracking: Record what the patient agreed to, who may see their data, and every disclosure outside treatment.
• Break-glass emergency access: Allow an unassigned clinician to open a chart in an emergency, with friction and review.
• Appointments and reminders: Book visits against provider availability and cut no-shows with reminders.

• Patient reminders: Appointment and follow-up reminders that leak no PHI over email.
• Orders and results: Order labs and imaging, receive results, and make sure none is left unacknowledged.
• Clinical and compliance review queue: Work items for unacknowledged results, break-glass reviews, and consent exceptions.
• Record export and release of information: Give a patient or authorised party a copy of the record, logged as a disclosure.
• Clinical documents: Attach scans, referral letters and images to a chart.

Each table below becomes part of the Postgres database that belongs to your app.

• patients: direct identifiers are encrypted at column level with a per-org data key; name_search_hash is an HMAC blind index; status: active|inactive|merged|deceased; records are never hard-deleted, merges point to the survivor.
• care_team_members: the treating-relationship table used by RLS and by the access check; assignment itself is audited.
• encounters: kind: office|telehealth|inpatient|procedure; status: scheduled|in_progress|completed|cancelled; diagnosis codes reference a versioned code set table.
• clinical_notes: status: draft|signed|amended; body is encrypted; a signed note is immutable by trigger, edits go to clinical_note_versions.
• clinical_note_versions: insert only; shows who changed what and why, the original is always retrievable.
• consents: kind: treatment|data_sharing|research|marketing|telehealth; a revoke sets revoked_at, rows are never deleted; document_key points to the signed form.
• disclosures: insert only; the patient can request an accounting of disclosures.
• phi_access_log: insert only, hash chained; action: view|create|update|sign|export|print|search|denied; contains identifiers of rows, never field values.
• break_glass_sessions: reason is mandatory; outcome: justified|unjustified|policy_violation set at review.

• No e-prescribing transmission to pharmacies or controlled-substance workflows in phase 1.
• No clinical decision support, diagnosis or treatment recommendations.
• No PHI sent to any vendor without a signed BAA.
• No PHI in logs, URLs, analytics events or email bodies.
• No hard deletion of clinical records; amend, merge or archive instead.
• FHIR / HL7 interoperability: plan for it, build it later.

Forge64 matches your description to one of 25 reference architectures, writes the plan and data model into the project, generates the app, and runs a quality gate over the code before you see it. Each app gets its own Postgres database and sign-in with no per-user fee. Hosting on Forge Cloud and Forge Payments are rolling out.

This is a reference design for the category, not a promise that every item is generated today. Built-ins such as background jobs, file uploads and search are rolling out; email sent from your app is coming soon, so anything here that needs it is something you add yourself for now.

What does a clinic records app need first?

Practice / location tenancy, clinical roles and minimum-necessary access, phi access log, amendable clinical record, consent and disclosure tracking and break-glass emergency access. The plan for a clinic records app covers all of these before it generates code.

What should I leave out of the first version of a clinic records app?

No e-prescribing transmission to pharmacies or controlled-substance workflows in phase 1. No clinical decision support, diagnosis or treatment recommendations. No PHI sent to any vendor without a signed BAA.

Which products define the clinic records app category?

Well-known examples include Epic, athenahealth, Elation Health, Healthie and OpenEMR. Use them to decide which features your users expect, then describe your own version.

• Clinic records app architecture
• Example prompt for a clinic records app
• Clinic records app security checklist
• Clinic records app scaling checklist
• Often combined: booking system
• Often combined: SaaS dashboard
• All app types