Healthy vs Lightbeam Health Solutions (2026)
Healthy and Lightbeam Health Solutions use population data to help care teams identify risk and target programs. Healthy focuses on predictive modeling and evaluation. Lightbeam combines analytics with care workflows, automated patient contact and financial and actuarial services. Healthy, formerly ClosedLoop, lets technical teams train and compare models, inspect contributing factors and monitor changing performance. ACO-Predict packages models for events such as admission, readmission and disease progression, with local training options. Staging, versioning and rollback support operational control. Clinicians receive explanations and decide how to act. A customer account links social determinants data to improved identification of high spending patients, but does not publish a reproducible current model comparison. Lightbeam aggregates clinical and claims data, surfaces care gaps and combines established risk methods with predictive and prescriptive tools. CareSignal sends text and voice check ins, while acquired capabilities add contract modeling and advisory services. Customer accounts report utilization and cost improvements without full comparison methods. Lightbeam leaves the timing of monitoring escalations, and how staff override each recommendation, undefined. Healthy fits organizations that want to manage prediction models and evaluate population health programs with their own teams. Lightbeam fits organizations seeking analytics connected to care coordination and patient outreach. The practical choice is between controlling the modeling workflow and adopting a broader operating suite that also contacts patients.
- Data science teams need model training and validation controls.
- Staff need prediction explanations, versioning and rollback.
- Population health programs need a dedicated evaluation tool.
- An eligible Medicare ACO wants to start with one free trained model.
- Care gaps and analytics need to connect with care workflows.
- Patient outreach should include automated text and voice check ins.
- The organization needs contract modeling and actuarial services.
- Purchasing through Microsoft's marketplace fits the organization.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. Healthy and Lightbeam Health Solutions are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI Health Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Fact | Healthy | Lightbeam Health Solutions |
|---|---|---|
| Primary category | Value Based Care Intelligence | Value Based Care Intelligence |
| Headquarters | Austin, Texas, United States | Dallas, Texas, United States |
| Website | gethealthy.com | lightbeamhealth.com |
Side by Side
Select any grade to read the note behind it.
Each vendor in one paragraph
Written to be quoted whole. Each paragraph opens the AI Health Index profile of the vendor: what the product is, who buys it and what it does.
Healthy, formerly ClosedLoop, provides predictive analytics software for population health management. Health plans, accountable care organizations, and provider teams use its enterprise platform to prepare clinical and claims data, train risk models, and generate patient lists for care programs.
Source: AI Health Index, October 2026
Lightbeam Health Solutions assembles a value based care operating system largely by acquisition, and the pieces it bought explain what it is. The core platform aggregates data from many sources, normalizes it, mines it for care gaps, stratifies risk and returns the result to providers at the point of care.
Source: AI Health Index, October 2026
Questions buyers ask
How do Healthy and Lightbeam Health Solutions work with the EHR?
For Healthy, the wider platform ingests healthcare data and maps codes to more than 20 terminologies, including CPT and LOINC.
With Lightbeam Health Solutions, the core description has been consistent since the company's earliest public account of itself: pull data from many sources, normalize it, represent it properly, mine it for care gaps, then return those findings to providers at the point of care. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified October 15, 2026. No vendor pays for placement.
How do Healthy and Lightbeam Health Solutions handle patient data?
In Healthy's case, the available material also leaves model-error incident handling and detailed safety escalation procedures unclear. Drift monitoring can identify a changing model environment, but it does not itself define when a prediction is unsafe to use.
For Lightbeam Health Solutions, the custodial position is the better half. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified October 15, 2026. No vendor pays for placement.
What evidence is published for Healthy and Lightbeam Health Solutions?
With Healthy, the case connects those predictions to targeting care-management resources and community organizations. However, the summary gives no evaluation date, patient sample, baseline model, or calculation method, and the detailed case sits behind a form.
In Lightbeam Health Solutions' case, the company attributes 35,000 monitoring participants and over $30 million of medical cost reduction from claims analyses to an unnamed Midwest health system, and more than $3 billion in MSSP savings to its ACO clients. None of these comes with a published period, comparison group or method, and the fullest case study is gated, so it may carry the method the public pages lack. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified October 15, 2026. No vendor pays for placement.
How much do Healthy and Lightbeam Health Solutions leave to the clinician?
For Healthy, clinicians receive patient-level explanations rather than only an unexplained risk number.
With Lightbeam Health Solutions, the analytics core is advisory in the conventional way. Care gaps, risk stratification and quality findings surface to clinicians and care teams at the point of care, and a person decides what to do. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified October 15, 2026. No vendor pays for placement.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Value Based Care Intelligence page.
Healthy is based in Austin and Lightbeam in the Dallas area. Healthy offers one trained ACO-Predict model at no charge indefinitely to eligible Medicare ACOs using required CMS feeds. Broader Healthy fees and Lightbeam's rates are not public.