Verity

SaaS Platform • January 19, 2026

Medicare Coverage Intelligence Platform. Search Medicare, Medicaid, and commercial payers for coverage answers in seconds instead of hours digging through 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 that provides structured Medicare coverage policy data via REST API. Healthcare teams spend hours searching for policy information across payer portals and buried PDFs. Verity brings it together with one search returning answers from Medicare, Medicaid, and commercial payers in seconds.

Three Independent Systems

Data Mining Infrastructure (Python)

Crawls CMS Medicare Coverage Database, extracts PDFs, processes policies with LLMs, and loads into PostgreSQL. Uses crawl4ai, Playwright, Mistral Document AI, and OpenAI GPT-4o-mini.

Web Application (Next.js)

Dashboard UI with policy search, code lookup, and prior auth checks. Developer console for API keys, usage, billing, and team management. REST API endpoints with Stripe billing integration.

Developer Documentation (Fumadocs)

API documentation portal with authentication guides, endpoint reference, error handling, and rate limiting documentation.

What Verity Does

  • Search - Ask questions in plain English, get coverage information from across payers with sources
  • Audit - See exactly what documentation a claim requires before submission
  • Track - Policy changes delivered when they happen, not discovered after 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