Design for the role, not a generic dashboard
Reception, clinical, laboratory and billing work call for different starting points. Role-aware dashboards bring the relevant queue and actions forward while permissions constrain access.
Clinical software
Project overviewCureAxis brings appointments, clinical records, prescriptions, labs and billing into one workspace for care teams. AI-assisted visit notes, patient access and integration tools connect the work before, during and after each consultation, with clinicians retaining control over documentation.
A visit involves scheduling, records, documentation and follow-up. Different users need focused access to their part of that journey.
Work with visit context and documentation.
Access the relevant patient-facing experience.
Manage the appropriate administrative and developer surfaces.
Keep the visit and its related work in context.
Make review and sign-off visible in the workflow.
Separate patient, practice and platform responsibilities.
Bring the relevant visit information into view.
Create or review the visit documentation.
Keep the clinician’s decision explicit.
Connect the next administrative or patient-facing step.
Clinical decisions and documentation review remain with qualified professionals.
Visit documentation
A clinical software project connecting practice workflows, patient access and documentation review.
Inside the build
CureAxis brings clinical staff, patients, platform operators and hospital developers into a multi-tenant environment. The design challenge extends beyond note-taking: appointments, check-in, clinical review, prescriptions, lab work and billing all need context from the same care journey. Different users also need substantially different access to that information.
The design brief
A visit is one moment in a much larger care workflow. The software needs to connect both sides of it.
Staff, patients, platform operators and integration developers need different access to the same platform. A shared interface would obscure both responsibilities and sensitive-data boundaries.
Separate applications and a separate developer control plane increase coordination work, but keep clinical tasks distinct from integration-account, key and usage administration.
Product scope
Staff, patient, operator and developer
Clinical services and developer control plane
Views tailored to different responsibilities
Reception, clinical, laboratory and billing work call for different starting points. Role-aware dashboards bring the relevant queue and actions forward while permissions constrain access.
Transcription and AI-assisted SOAP notes support documentation. Review and signing remain explicit steps, keeping generated material within the clinician’s working process.
The Developer Console has its own backend for accounts, API keys, usage and billing. Clinical compute remains in the main backend, creating a clear boundary between managing access and handling patient information.
A workflow in practice
A representative scenario through the implemented workflow.
A staff member opens work for their clinic.
Tenant context is resolved before the application handles tenant-scoped activity; the staff interface brings the relevant clinical or operational work forward.
Documentation and follow-up remain part of the care workflow, with clinical review retained for assisted notes.
How it is built
The staff application uses React and Vite. Patient, operator and developer experiences are separate Next.js applications.
Django resolves the tenant and permissions before handling requests. Supported isolation configurations include dedicated tenant databases.
Celery, Redis and real-time channels support asynchronous tasks and updates. Integration capabilities connect through the platform’s defined service boundary.
Actual product screens
Appointments and practice activity give the provider a focused starting point.
Original product interface captures. Screens use demonstration data; visible figures are not measured customer results.
System map
A separate Developer Console backend manages integration accounts and keys; authorised service calls reach the clinical backend.
| The work | Problem addressed | With CureAxis |
|---|---|---|
| Starting point | One generic dashboard for every staff member | Role-aware views for clinical and operational work |
| Documentation | Notes separated from encounter activity | AI-assisted documentation within the visit workflow |
| Patient access | Updates distributed across disconnected channels | A dedicated portal for the patient’s next steps |
| Integration administration | Keys and clinical work mixed together | A separate developer control plane |
Delivered capability
CureAxis establishes a connected clinical platform with distinct experiences for the people using it. The case study demonstrates how clinical documentation, patient access and platform administration can share context without sharing the same interface or responsibilities.
In a complex professional product, the boundaries between roles and systems are as important as the features inside each screen.
Evidence & evaluation
Tenant middleware, the system architecture inventory and the documented staff, patient and developer application boundaries.
This is a product engineering case study based on source code, project documentation and recorded screens. It describes implemented capabilities; customer performance gains have not been measured for this case study.
Suggested measures for a deployment evaluation, not reported results.
Discuss the care setting, roles and integrations the intended workflow needs.