All Insights Case Study $15 Million Incremental Revenue With AI/ML Enabled Patient Adherence
$15 Million Incremental Revenue With AI/ML Enabled Patient Adherence
Using machine learning (ML) algorithms to identify high-risk patients, design intervention programs, and significantly increase drug adherence.
![$15 Million Incremental Revenue With AI/ML Enabled Patient Adherence](https://insights.axtria.com/hubfs/Axtria-2023/Technology/Axtria-Insights-CS-15-Million-Incremental-Revenue-With-AI-ML-Enabled-Patient-Adherence%20%282%29.jpg)
Patient non-adherence is a big concern not just for the pharma manufacturers but also for the physicians, especially with the increasing emphasis on improved patient lives. Treatment non-adherence not only degrades patient outcomes but also adds millions to healthcare costs.
With the volume and variety of healthcare data available, including rich patient-level information, companies can develop effective predictive algorithms to detect non-adherence patterns. Machine Learning (ML) can enable rule-based automation, and artificial intelligence (AI) can detect and flag anomalies in treatment patterns. When used efficiently, such data and technology can help improve health and save patient lives.
![Patient Population](https://insights.axtria.com/hs-fs/hubfs/Case-Studies/Images/Patient-Population-icon-1.png?width=100&name=Patient-Population-icon-1.png)
Identification of
3,000 new patients, including 400 with high non-adherence risk
![Patient Adherence](https://insights.axtria.com/hs-fs/hubfs/Case-Studies/Images/Patient-Therapy-Adherence-Icon-2.png?width=100&name=Patient-Therapy-Adherence-Icon-2.png)
An estimated 50,000 additional Days of Therapy (DoT)
![Prescription Revenue](https://insights.axtria.com/hs-fs/hubfs/Case-Studies/Images/Rx-Revenue-icon-3.png?width=100&name=Rx-Revenue-icon-3.png)
A projection of
$15M lift in the Rx revenue
![Patient Outcomes](https://insights.axtria.com/hs-fs/hubfs/Case-Studies/Images/Patient-Outcomes-icon-4.png?width=100&name=Patient-Outcomes-icon-4.png)
Appropriate intervention mechanisms to improve patient health outcomes
Read this illustration to learn about Axtria’s AI/ML algorithm to monitor patient adherence.
Contact us at insights@axtria.com with any questions.