---
title: "Deploy OpenMLR"
description: "OSS Medical, Legal, and Regulatory precheck before a commercial review"
category: "Other"
url: https://railway.com/deploy/openmlr
---

# Deploy OpenMLR

OSS Medical, Legal, and Regulatory precheck before a commercial review

**[Deploy OpenMLR on Railway](https://railway.com/template/openmlr)**

- **Creator:** Odogwu Machalla's Projects
- **Category:** Other

## Template content

### Postgres https://devicons.railway.app/i/postgresql.svg

- **Image:** ghcr.io/railwayapp-templates/postgres-ssl:18

### openmlr

- **Source:** https://github.com/unicodeveloper/openmlr
- **Public domain:** Yes

## Documentation

# Deploy and Host OpenMLR on Railway

An open-source, self-hostable MLR (Medical-Legal-Regulatory) pre-check for pharma promotional content. It verifies every claim against real, licensed primary sources, not a private library and shows its work.

Reviewers can also add their dossier for check reference.

## About Hosting OpenMLR

Simple and straightforward. Clone, and deploy on any infrastructure/host of your choice.

Alternative is to use a one-click Railway installation

## Common Use Cases

- Pharma claim check
- DeepResearch on drugs and molecules
- DeepResearch on FDA events
- Medical claim check

## Dependencies for OpenMLR Hosting

- Valyu
- OpenAI

### Deployment Dependencies

- Valyu


## Why Deploy OpenMLR on Railway?


Railway is a singular platform to deploy your infrastructure stack. Railway will host your infrastructure so you don't have to deal with configuration, while allowing you to vertically and horizontally scale it.

By deploying OpenMLR on Railway, you are one step closer to supporting a complete full-stack application with minimal burden. Host your servers, databases, AI agents, and more on Railway.


## Similar templates

- [Rocky Linux](https://railway.com/deploy/rocky-linux) — [Jul'26] Hosted Rocky Linux 9 workspace with SSH and persistent storage. 🚀
- [Foundry Virtual Tabletop](https://railway.com/deploy/X5tR6G) — A Self-Hosted & Modern Roleplaying Platform
- [Letta Code Remote](https://railway.com/deploy/letta-code-remote) — Run a Letta Code agent 24/7. No inbound ports, just deploy.

Open this page in a browser: https://railway.com/deploy/openmlr