Case Study: ClarityHealth Tech
A deep dive into the architecture of an AI-powered compliance platform.
The Problem: A Sea of Complexity
For innovators in healthcare—from digital health startups to established medical device companies—the regulatory landscape is a formidable maze. Navigating thousands of pages across HIPAA, FDA guidelines, and GDPR is not just a challenge; it's a significant barrier to progress. The time, cost, and expertise required to simply understand compliance obligations can stifle innovation before it even begins.
The Solution: An AI-Powered Compass
The vision for ClarityHealth Tech was to create an intelligent compass for healthcare compliance. I architected a full-stack platform to handle the entire lifecycle of regulatory intelligence, transforming raw, unstructured regulations into a centralized, searchable, and—most importantly—understandable resource.
The Architecture & Tech Stack
Here's a breakdown of the key components I built:
Intelligence Engine (Python & FastAPI)
At the heart of the platform is an automated data pipeline that continuously ingests new laws and guidelines. Using custom scrapers (crawl4ai, BeautifulSoup), the system pulls data from official sources, handling both HTML and complex PDFs.
AI Core (LLMs & Prompt Engineering)
Each document is chunked and analyzed by a series of Large Language Models (via OpenRouter) to summarize dense legal text, identify and categorize risks, and extract key compliance flags.
Database & Search (PostgreSQL & Supabase)
The structured AI output is stored in a PostgreSQL database. To enable powerful search, I implemented a Full-Text Search (FTS) engine with tsvector columns and GIN indexes, dramatically improving query speed and relevance over simple LIKE searches.
User Experience (Next.js & React)
The interface, built with Next.js, TypeScript, and Tailwind CSS, provides a clean dashboard for risk overviews and a powerful library for searching and filtering regulations. User authentication is securely handled by Clerk, and the platform is ready for monetization with a tiered subscription model integrated via Stripe.
The Outcome: Clarity from Chaos
The result is a seamless platform that transforms what once took days of legal research into minutes of AI-driven insight. It empowers teams to be proactive about compliance, fostering innovation with confidence. The platform has successfully ingested and analyzed over 150 regulatory documents, creating a rich, searchable knowledge graph that continues to grow.
Tech Stack
Python FastAPI Next.js React TypeScript PostgreSQL (Supabase) Docker Stripe Clerk LLMs Tailwind CSS