Hospital dashboard.

Hospitals are buried in legislative updates from CMS, state health departments, and federal regulators. Most administrators don't know which new requirements apply to them until they're already behind. Meanwhile, the public data needed to benchmark a hospital's safety and operational performance is scattered across CMS, state systems, and SEC filings. Nobody is bringing it together.

The problem I wanted to solve: a single place where a hospital administrator can see how their hospital ranks, what legislation is about to bind them, and which actions they need to take by what date.

The harder question, and the one most policy dashboards punt on, is what do you do with this information? Showing rankings without action items is just scoreboarding. The action timeline is what makes the dashboard useful instead of decorative.

• Legislative filing ingestion across CMS, state health departments, and other healthcare regulators, with an AI-generated summary written for each filing.
• Hospital financial and operational ranking across safety, operations, financial health, and peer comparison. Pulled from public CMS data and SEC filings.
• An action timeline: the dates by which each hospital needs to take specific actions based on the legislation that applies to them.
• A national view: which hospitals have the most opportunity for improvement, by category, and where the systemic gaps are.
• Rankings are pre-computed, so the dashboard loads in under 5 seconds instead of running heavy queries on each page view.
• Every data source is documented, and the ranking methodology is published alongside the rankings.