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Verity

SaaS Platform

Medicare Coverage Intelligence Platform. Search Medicare, Medicaid, and commercial payers for coverage answers in seconds, not hours in PDFs.

Next.js
React
TypeScript
Python
PostgreSQL
Pinecone
Drizzle ORM

Key Features

  • 19,000+ Medicare policies as structured JSON (LCDs, Articles, NCDs)
  • Code coverage lookup for any CPT, HCPCS, or ICD-10 code
  • Prior authorization detection and requirements
  • Multi-jurisdiction coverage with MAC handling
  • Real-time policy change tracking and alerts
  • REST API with semantic search via Pinecone

Verity is a full-stack platform. It provides structured policy data for Medicare coverage through a REST API. Healthcare teams search payer portals and buried PDFs for hours to find policy information. Verity combines these sources into one search. The search returns answers from Medicare, Medicaid, and commercial payers in seconds.

Three Independent Systems

Data Mining Infrastructure (Python)

This system crawls the CMS Medicare Coverage Database and extracts PDFs. It processes the policies with LLMs and loads them into PostgreSQL. It uses crawl4ai, Playwright, Mistral Document AI, and OpenAI GPT-4o-mini.

Web Application (Next.js)

The dashboard UI gives policy search, code lookup, and prior auth checks. The developer console gives access to API keys, usage, billing, and team management. The REST API endpoints include Stripe billing integration.

Developer Documentation (Fumadocs)

This portal contains authentication guides, an endpoint reference, and documentation for error handling and rate limits.

What Verity Does

  • Search - Ask questions in plain English. Get coverage information from across payers, with sources.
  • Audit - See the exact documentation that a claim requires before submission
  • Track - Verity delivers policy changes when they occur, not after a denial

Tech Stack

  • Web: Next.js 16, React 19, Drizzle ORM, TailwindCSS 4, Upstash Redis
  • Data Mining: Python 3.12, crawl4ai, Playwright, Mistral Document AI
  • Database: PostgreSQL with 74K+ HCPCS and ICD-10 codes
  • Search: Pinecone vector embeddings for semantic search
  • Payments: Stripe billing integration
  • Auth: Supabase