Healthcare technology · Real-time systems

Reliable healthcare booking is a concurrency problem and a privacy problem.

A booking experience has to present current availability, preserve patient data, and prevent two people from claiming the same appointment. Treating any one of these as secondary creates a fragile system.

Availability must reflect the source of truth

Practice Information Management Systems are often the authoritative source for appointments. Real-time synchronization gives the booking experience a current view of availability and helps prevent users from acting on stale information.

Updates alone do not prevent a double booking

Even a current availability view can change while a person completes a form. Optimistic locking gives an in-progress booking a temporary reservation and ensures that competing updates are detected. Automatic expiry prevents abandoned reservations from blocking a slot indefinitely.

Design principles

  • Synchronize availability with the authoritative practice system in real time.
  • Use concurrency control to protect a slot during booking completion.
  • Encrypt patient fields and manage keys with tenant boundaries in mind.
  • Record immutable audit events for sensitive access and changes.

Reliability includes the audit trail

When a booking changes or a patient record is accessed, teams need a trustworthy account of what happened. Immutable audit events support investigation, operations, and compliance review while making the platform easier to operate responsibly.