How Healthfirst and ClosedLoop Use Scalable AI/ML to Automate Clinical Workflows and Predict Health Outcomes

By: GoBeyond Team
July 27, 2025
3 min read
Healthfirst AI clinical predictive analytics dashboard

Quick Overview

Healthfirst partnered with ClosedLoop to implement scalable AI/ML solutions automating data cleaning, normalization, feature engineering, and model training. They deployed predictive models integrated into clinical workflows to assess health outcomes and social determinants of health.

Healthfirst
Healthfirst
Company Size
Not publicly disclosed
Revenue Range
Not publicly disclosed
Primary Challenge
Automating clinical data workflows and predicting patient health outcomes
Key Metrics

- Deployed 17 predictive models
- Developed 12 ad hoc predictors for social determinants
- Created 978 customized ML features

The Problem

Manual data handling limited predictive analytics and clinical decision support

The Solution

Built and integrated AI/ML pipelines with clinical workflows enabling continuous monitoring and actionable insights

Results

- Enhanced predictive accuracy
- Improved clinical decision-making
- Scalable AI model deployment

Details

Industry
Healthcare & Medical
Departments
Data & Analytics
Operations & Workflow Automation
Use Cases
Client Health Monitoring
Tags
Predictive Modeling
Machine Learning
Scalability
AI Tools Used
No items found.
Sources
https://digitaldefynd.com/IQ/ai-in-healthcare-case-studies/

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