Solutions
Healthcare
Patient risk, ADT analytics, and care coordination for hospitals and health systems.
The problem we take
Health systems sit on ADT feeds, EHR notes, and claims that never become a timely action for the next high-risk patient.
SquareML connects those sources, scores risk, and puts care teams on the cohorts that need intervention this week.

Healthcare
What we ship
Population health
ADT analytics and care-coordination dashboards for high-risk cohorts and avoidable readmissions.
Risk stratification
Prioritize patients by clinical, social, and utilization signals so teams spend time where it changes outcomes.
Disease progression
Models for CKD, fall risk, 30-day readmission, and other conditions already in production with providers.
340B and operations
Join pharmacy claims, EHR, and program data to surface trends operations can act on.
Proof
Population health analytics
ADT analytics and care-coordination dashboards for health systems, aimed at high-risk cohorts and avoidable readmissions.
Faster response; fewer avoidable readmissions
Digital health record summaries
Partnered with Paramed, a large health-records aggregator, on an LLM/RAG pipeline that summarizes structured and unstructured documents.
Hours of review reduced to seconds
Connects to
EHR, ADT, Claims, Pharmacy, HIE
Ready to put AI to work?
Book a discovery call. We will map the highest-value workflow and a path to production in weeks.