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Healthcare · 6 min read

HIPAA-compliant patient flow. Launched in 11 weeks.

HealthHive

Product Engineering
Chapter 01 — The Problem

Healthcare software has to be right before it can be fast.

HealthHive came to us with a tight timeline, a real product vision, and a constraint that makes most engineers nervous: HIPAA compliance from day one. Not "we'll deal with compliance later" — a fully auditable, secure, compliant patient data flow before a single real user touched the system.

The typical approach in healthcare software is to treat compliance as a layer you add on top. Audit the code, add encryption, retrofit access controls. This is expensive, slow, and produces brittle security.

We designed the data model with HIPAA in mind from the first commit. Compliance isn't a layer — it's the architecture.

Chapter 02 — The Approach

Compliance-first, not compliance-last.

The technical choices were driven by the compliance requirements. PHI (Protected Health Information) lives in encrypted fields from the start. Access logs are baked into the data model, not bolted on. Role-based access controls were the first feature we built, not the last.

On the product side, the patient intake flow was designed around the clinical workflow — we interviewed the practitioners who would use it before writing a line of code. The result was a UI that matched how clinicians actually think, not how a software engineer assumed they thought.

We used a Ruby on Rails backend with a React frontend, deployed on AWS with a VPC configuration designed for healthcare workloads. Stripe handled payment processing, keeping cardholder data entirely out of our infrastructure.

Chapter 03 — The Results

11 weeks from kick-off to production.

11 wks

The platform launched 11 weeks after kick-off. HIPAA-compliant on day one, with a patient intake flow that practitioners actually used without training. No security retrofit needed post-launch. No compliance gaps found in the initial audit.

HealthHive is the kind of project that clarifies what "compliance-first engineering" actually means in practice — not slower, not more bureaucratic, but deliberate about what gets built in what order.

"True business partner. Not just executors. They influence architecture and development decisions."

Jasmine Gardener Co-Founder, HealthHive

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