This is JustIn.
Tour our concept of the JustIn platform to see how digital health researchers will develop interventions in the future.
![Stock market data on tablet](https://d3c.isr.umich.edu/wp-content/uploads/2023/11/AdobeStock_226444001-5.jpeg)
![Colorful cubes coming out of box, symbolizing partnership, teamwork and software modules. Isolated on white. Generative AI](https://d3c.isr.umich.edu/wp-content/uploads/2023/10/AdobeStock_595949739.jpeg)
Install & Run
Made with early-career researchers in mind, JustIn will offer a library of software modules tested in real-world studies and optimized to minimize development time and expense.
Free for All
No matter your institution or affiliation—so you can make your budget go further.
Community Led
In the future, users will create and submit new modules for inclusion in the library.
![Colorful cubes coming out of box, symbolizing partnership, teamwork and software modules. Isolated on white. Generative AI](https://d3c.isr.umich.edu/wp-content/uploads/2023/10/AdobeStock_595949739.jpeg)
Mix and match
JustIn will allow researchers to combine existing software modules to build a custom study that fits their scientific goals.
Ecological Momentary Assessments
Deploy EMAs customized to your setting and research questions.
Biometric Sensor Integration
Integrate a wide range of sensors to collect the data you want.
Active Monitoring
Monitor incoming data for discrepancies to address issues as they emerge.
Artificial Intelligence
Leverage reinforcement learning to construct intelligent, agile interventions.
![651ad8c884df7000858fd313_Screenshot 2023-10-02 at 10.50.28 AM-p-1600](https://d3c.isr.umich.edu/wp-content/uploads/2023/10/651ad8c884df7000858fd313_Screenshot-2023-10-02-at-10.50.28-AM-p-1600.png)
![651ad8c884df7000858fd313_Screenshot 2023-10-02 at 10.50.28 AM-p-1600](https://d3c.isr.umich.edu/wp-content/uploads/2023/10/651ad8c884df7000858fd313_Screenshot-2023-10-02-at-10.50.28-AM-p-1600.png)
Ensure Fidelity
JustIn will be built with robust logging and report by default to ensure studies are executed as designed.
Trust Your Data
Pre-test your study so you can deploy with confidence.
Reproduce Results
A standard software architecture will enhance reproducibility.