Case study · 07
Hospital Price Transparency Platform
Hospitals are federally required to publish their prices, but the filings are multi-gigabyte files no patient could ever read. We built the pipeline and platform that turns them into thousands of cited, human-readable price pages.
The objective
Federal law requires every hospital to publish machine-readable price files. In practice, those files are enormous, inconsistent, and unreadable. It's transparency that no actual patient can use, and existing comparison sites fill the gap with estimates and modeled averages nobody can verify.
The strategy
We built the machine that does the reading. An automated pipeline discovers each hospital's filing, parses whatever format it arrives in, normalizes it against a quality rubric, and publishes only what passes. Every page cites its source document and date, structured so both search engines and AI assistants can verify rather than guess. The architecture is deliberately lean (serverless database, object storage, scheduled jobs) so a national dataset refreshes continuously without a team behind it.
See it live
Visit OpenHospitalCost↳ Other projects
See more of our work.
Take a look at how we’ve helped other businesses consolidate tools, automate manual work, and build operations that scale.
Consulting Operations
A small consulting firm running on spreadsheets, email threads, and QuickBooks, where month-end close meant days of reconciliation and a lot of crossed fingers. We built the system that replaced all of it.
Author Digital Twin & Content Engine
Award-winning author and leadership consultant Colleen McFarland needed to be in more places than one person can be. We built her digital twin, an AI assistant trained on her books, frameworks, and voice, plus the tooling and operations around it.
AI Methodology Portal
A change-management consultancy with 30 years of methodology needed to deliver it faster without diluting it. We built a portal where an AI agent steeped in the firm's doctrine drafts client-ready deliverables in minutes, with consultants making the calls.
Investment Management
A real estate investment business tracking bookings, revenue, and taxes across multiple rental properties, all in spreadsheets. We built a system that automated the booking process and turned scattered financial data into a single source of truth.
Success that sticks
Let’s work together
Getting your operations right takes work, but you don’t have to figure it out alone. Let us know what you’re dealing with, and we’ll help you find the path forward.
Get in touch