Healthcare platform
Brite
Prescribed online. Delivered to the door. Zero manual hand-offs.
For four years, Steinn Labs has built every layer of Brite's HRT platform, which now serves 1,000+ active patients.
“Most dev teams give us what we ask for. This team shares what they know about what works best, and their solutions are far more elegant than what we requested. That high-level perspective is rare, it requires real intelligence and vision.”
- Client
- Brite, a US direct-to-patient hormone replacement therapy (HRT) platform
- Industry
- Digital health / HRT
- Engagement
- 4 years, ongoing
- Scope
- Patient app, provider portal, pharmacy integrations, AI clinical co-pilot
- Compliance
- HIPAA
- Scale
- 1,000+ active patients
At a glance
The challenge
Make hormone therapy accessible online, with every step touching protected health data.
Dense clinical workflows
Dosing, titration and quality checks vary patient by patient and must be right every time.
Many pharmacies, one standard
Prescriptions had to move securely to multiple pharmacies, each with its own systems.
Scale without headcount
Patient volume had to grow without growing provider and operations teams at the same rate.
What we delivered
Every patient, prescription and shipment has a single source of truth.
Patient app
A complete file before the first review. Structured medical intake, lab uploads, consultations, provider messaging, refills and delivery tracking.
Provider portal
One queue, one view of the patient. Intake, labs, history and prior prescriptions in one case. Every prescription is validated against the clinic's own dosing, titration and quality rules.
Pharmacy network
Secure routing, tracked to the door. Encrypted integrations send each prescription to partner pharmacies, then track every order from receipt to dispatch to delivery.
AI clinical co-pilot
AI reads, rules decide. A multi-agent system reads and summarises each patient file, grounded in a curated clinical knowledge base. The prescribing decision stays with a deterministic rule engine and the provider, so every recommendation is explainable and auditable, line by line.
What we built
The build.
A full healthcare platform: the patient-facing app, the clinician console and the back-office tools, kept in one monorepo. React and TypeScript on the frontend, Python FastAPI services behind it, Postgres for data, deployed on AWS with Docker and continuous delivery.
Our approach
Built in phases over four years, each layer in production before the next.
Foundation: HIPAA-compliant core, patient intake and the first provider portal. Fulfilment: secure pharmacy integrations, order tracking and delivery management. Scale: patient app expansion, refills and operations tooling. Intelligence: the AI clinical co-pilot, with clinical doctrine and evaluation.
Results
Brite runs its entire patient journey on one automated platform.
Served end to end on the platform.
Up to 80% less provider time per case.
Pharmacy hand-offs run without manual follow-up.
From intake to delivered medication.
The next step
Building something
like this?
Tell us what you are trying to build or fix. We will tell you honestly whether we can help, and if we can, which of our engagements is closest to yours.