DATA INSIGHTS

Machine Learning Discounts: Powering Mission and Margin

A staggering 100 million patients struggle with medical debt. While most providers are willing to work with patients on price, they have to walk a tightrope to figure out the right discount recipient and amount, without hurting collections.

Learn how one provider leveraged machine learning to personalize self-pay discounts at scale, improving both affordability for patients and the provider’s bottom line.

• Discover how the provider acquired data to train a machine learning model capable of predicting a patient’s propensity to pay
• Understand how the model matches each patient with the best discount option, all through an automated process
• See the impact of using machine learning to tailor discounts with precision, empowering the patients who need it most