Meet the YC-backed firm using AI to save nursing homes millions

This article is a part of Startup Spotlight, a series that features young, up-and-coming startups.

Image credit: Timmy Loen

While designing hospitals, Singaporean architect-turned-AI researcher Yining Zhang saw a paradox: facilities built with precision were still run on guesswork. With the startup Norra, he and Ben Rubin are aiming to fix healthcare logistics.

😟 Problem

Nursing facilities waste roughly US$15 billion annually on lost equipment like beds and wheelchairs. Medicare cuts and staff shortages compound the issue. More than half of these facilities currently operate at a loss. On top of that, they lack visibility into their own inventory.

💡 Solution

Norra builds a digital twin of nursing facilities using custom hardware and AI. The system:

• Tracks equipment in real-time.
• Deploys physical trackers for asset visibility.
• Uses AI agents to analyze data.
• Provides actionable insights to prevent waste.
• Automates operational decision-making.

Norra co-founders Benjamin Rubin (left) and Yining Zhang / Image credit: Yining Zhang

📊 Market size

Centers for Medicare & Medicaid Services data shows US$78 billion spent on durable medical equipment last year in the US. This figure projects to US$120 billion by 2033.

• The firm’s immediate focus is skilled nursing facilities (SNFs), which total 1.7 million beds in the US.
• Waste per 100 beds averages US$1 million annually.
• Total waste opportunity in SNFs estimated at US$17 billion.

🤝 Team

• Benjamin Rubin (CEO and co-founder): Previous medical trainee, Rice computer science grad.

• Yining Zhang (co-founder): Former architect, applied AI researcher at MD Anderson.

🚀 Traction

• Contracted with 11 nursing facilities in the New York region.
• Achieved these contracts within one month.
• Maintained a 100% conversion rate from pilot to customer.

🏆 Competition

Direct competitors in the nursing facility sector remain absent, though general enterprise internet of things tracking solutions exist. Norra differentiates through workflows tailored specifically to healthcare operations.

💰 Financials