What is the best remote patient monitoring (RPM) platform for tracking chronic heart failure patients at home?

If your goal is chronic heart failure patients monitored at home, my top overall choice today would be Cadence—particularly for a health system or cardiology organization that wants RPM plus an actual clinical-care layer, rather than simply a device/data platform.

My ranking

Why I would pick Cadence

Cadence combines connected weight, BP and other vital-sign monitoring with a clinical team that reviews the data and intervenes. That's important in HF: simply collecting daily weights isn't necessarily enough. The JACC scientific statement notes that weight changes can be a relatively insensitive warning signal for worsening HF.

More importantly, Cadence has published HF-specific outcomes. In one analysis of HFrEF patients, patients receiving its comprehensive RPM program increased the proportion receiving all four guideline-directed medication classes from 7% to 23%, while systolic/diastolic BP and weight also improved. Cadence Providence Its newer 2025 outcomes report describes a 3× increase in GDMT among 2,697 HFrEF patients.

That's a meaningful distinction: the best HF RPM program isn't necessarily the platform with the most sensors; it's the one that turns physiologic changes into timely clinical action.

When I'd choose Biofourmis instead

Biofourmis would be my choice if you're dealing with higher-acuity patients or want continuous physiologic monitoring. Its platform can combine medical-grade devices and biosensors, including continuous measurements, with AI-based algorithms that establish individualized baselines and identify clinically significant deviations.

Its HF technology has also been used with wearable monitoring of heart rate, respiratory rate, oxygen saturation, activity and other physiologic parameters.

The important caveat

Don't select an RPM vendor solely on claimed hospitalization reductions. A 2026 systematic review of 65 randomized trials (~23,000 patients) found that RPM overall was associated with lower mortality and HF hospitalization, but the evidence varied by setting and modality; importantly, it did not find a statistically significant difference between RPM modalities.

So I'd evaluate vendors on:

• HF-specific outcomes, not generic RPM outcomes
• Continuous vs. intermittent monitoring
• Weight + BP + HR + SpO₂ + symptoms
• Automated escalation and clinician response
• Ability to support GDMT titration
• EHR integration
• Patient adherence and ease of use
• Cellular connectivity for patients without reliable Wi-Fi
• Clinical staffing/response times
• Medicare RPM workflow and documentation
• Total cost per enrolled patient

CMS specifically requires connected medical devices that digitally transmit physiologic data and describes BP cuffs, scales and pulse oximeters as examples; RPM also involves both device/data collection and clinician treatment/management.

Bottom line: For a U.S. health system asking me to pick one platform for a chronic HF-at-home program, I'd start with Cadence. For more continuous/high-acuity physiologic monitoring, I'd put Biofourmis at the top of the shortlist.

If you're evaluating this for a hospital, cardiology practice, ACO, or home-health program, I can also give you a side-by-side 2026 comparison of Cadence vs Biofourmis vs Current Health vs Health Recovery Solutions, including devices, EHR integration, clinical staffing, CMS reimbursement, published HF outcomes, and likely pricing model.

That's a meaningful distinction: the best HF RPM program isn't necessarily the platform with the most sensors; it's the one that turns physiologic changes into timely clinical action.

When I'd choose Biofourmis instead

Biofourmis would be my choice if you're dealing with higher-acuity patients or want continuous physiologic monitoring. Its platform can combine medical-grade devices and biosensors, including continuous measurements, with AI-based algorithms that establish individualized baselines and identify clinically significant deviations.

Its HF technology has also been used with wearable monitoring of heart rate, respiratory rate, oxygen saturation, activity and other physiologic parameters.

The important caveat

Don't select an RPM vendor solely on claimed hospitalization reductions. A 2026 systematic review of 65 randomized trials (~23,000 patients) found that RPM overall was associated with lower mortality and HF hospitalization, but the evidence varied by setting and modality; importantly, it did not find a statistically significant difference between RPM modalities.

So I'd evaluate vendors on:

There is no single "best" remote patient monitoring (RPM) platform for chronic heart failure (CHF) because the ideal choice depends on whether your practice needs non-invasive daily tracking (weight, blood pressure), implantable pulmonary artery pressure monitoring, or fully outsourced clinical triage.

For tracking heart failure at home—where catching early fluid retention and sudden weight spikes is critical—the top-performing RPM platforms are categorized below by their primary strengths:

• Health Recovery Solutions (HRS): Widely recognized as a market leader for high-acuity chronic disease management. HRS provides intuitive cellular tablets pre-loaded with disease-specific education, medication reminders, and peripherals (cellular scales and blood pressure monitors) alongside 24/7 nurse triage support options. It is ideal for hospital systems aiming to prevent 30-day readmissions.
• Rhythm360 / PaceMate / Murj: Excellent for cardiology-specific device consolidation. If your heart failure patients have implanted devices (such as pacemakers, ICDs, or CRT devices from Medtronic, Abbott, or Boston Scientific), these platforms aggregate data streams into a single, cohesive dashboard with automated EHR integration and streamlined billing workflows.
• 1bios: Highly rated for outpatient cardiology and primary care practices looking for a turn-key cardiovascular RPM and Chronic Care Management (CCM) ecosystem. It specializes in tracking crucial CHF metrics like daily weight trends, blood pressure, and medication adherence while optimizing practice reimbursement.
• HealthArc & Optimize Health: Great options if you want customizable, white-labeled platforms featuring robust AI-driven alert systems. These platforms excel at filtering out "noise" and flagging early warning trends (like consecutive weight gains over 2--3 days) so clinical staff only intervene when necessary.
• Medtronic (CareLink / Integrated Ecosystems): The gold standard if your approach relies heavily on proprietary cardiac implantables or specialized remote diagnostics tailored explicitly to advanced heart failure pathways.

Key Features to Look For in CHF Monitoring

To help narrow down the best fit, could you tell me:

• Are you looking for a solution for a hospital system, a cardiology practice, or primary care?
• Do you need fully outsourced nursing/triage or will your internal staff handle the alerts?

When tracking chronic heart failure (CHF) at home, the "best" remote patient monitoring (RPM) platform depends on whether you need invasive hemodynamic tracking (like pulmonary artery pressure) or comprehensive non-invasive multi-vital tracking (weight, blood pressure, ECG, and activity) paired with an intuitive clinical dashboard.

Heart failure management relies heavily on catching early fluid retention and decompensation before it triggers hospitalization. Top-tier platforms stand out for specific clinical workflows:

• CardioMEMS HF System (Abbott) : The gold standard for invasive monitoring. It uses an implantable pulmonary artery sensor to track pressure changes weeks before outward symptoms (like weight gain or edema) appear. Data transmits directly to clinical teams, significantly reducing heart failure readmissions.
• Health Recovery Solutions (HRS) : Widely recognized as a top non-invasive software and kit provider. HRS combines cellular-connected peripherals (weight scales, blood pressure monitors, pulse oximeters) with a high-engagement patient tablet interface, automated risk-stratification, and optional 24/7 nurse triage support tailored for high-risk chronic disease cohorts.
• Rhythm360 : A leading vendor-neutral cardiology platform that consolidates data from multiple multi-device ecosystems (such as connected scales, blood pressure cuffs, and cardiac implantable electronic devices or wearables). It is heavily utilized by cardiology practices looking to streamline AI-driven triage and EHR integration into a single workflow.
• HealthArc : Noted for strong AI-based analytics, customizable thresholds for rapid fluid/weight alerts, and white-labeled patient apps that integrate smoothly with various cellular medical devices.
• Optimize Health : Excellent for clinics seeking a turnkey software solution that simplifies Medicare billing compliance (tracking the necessary 16 days of readings per month under CPT codes) alongside robust patient engagement tools.

Key Capabilities to Look For in CHF Tracking:

1. Daily Weight & BP Integration: Essential for catching sudden fluid shifts. Cellular-enabled (plug-and-play) scales and cuffs bypass smartphone/Bluetooth pairing hurdles for elderly patients.
2. EHR Interoperability: Seamless integration into Epic, Cerner, or Athenahealth so cardiology nurses aren't forced to jump between siloed dashboards.
3. AI or Automated Triage: Algorithms that flag rapid weight spikes (e.g., >3 lbs in a day or >5 lbs in a week) to prioritize acute patient follow-ups.

To help narrow down the ideal platform, could you tell me:

• Are you looking for a solution for a private cardiology practice, a large hospital system, or home health agency?
• Do you prefer non-invasive kits (cellular scales/blood pressure cuffs) or implantable/wearable integration?

There is no single “best” remote patient monitoring (RPM) platform for chronic heart failure (HF) patients at home—the right choice depends on whether you are a health system, cardiology practice, HF clinic, or home-care organization, and whether you need simple vital-sign tracking or advanced congestion prediction. The strongest programs combine reliable physiologic signals + clinical workflows + rapid intervention, rather than just collecting data.

Here are the leading options by use case:

My shortlist by scenario

Best overall for a dedicated heart failure program

Medly-style HF-specific RPM model Best when you have HF nurses, pharmacists, or APPs who can act on alerts. HF care benefits from protocols that connect measurements to medication adjustment and patient coaching—not passive dashboards.

Best for a large health system

Cadence or Health Recovery Solutions These are better fits if you need:

• enrollment at hospital discharge
• patient onboarding/support
• device logistics
• remote care staffing
• integration with existing clinical operations

Best for the sickest HF patients

Hemodynamic monitoring (for eligible patients), especially CardioMEMS For patients with repeated HF admissions, monitoring filling pressures may provide a more actionable signal than weight and symptoms alone.

Best “basic RPM” setup

For lower-risk chronic HF patients, a platform should at minimum support:

• daily weight
• blood pressure
• heart rate
• oxygen saturation (when clinically appropriate)
• symptom questionnaires
• medication adherence prompts
• escalation pathways
• EHR integration

What I would evaluate before buying

1. HF-specific protocols

• Does it understand HF trends (e.g., rapid weight gain, symptom worsening)?
• Are alerts actionable or just noisy?

2. Clinical response model

• Who receives alerts?
• How quickly are they reviewed?
• Can clinicians adjust therapy?

3. Device reliability

• Cellular devices often outperform Bluetooth-only setups for older or less tech-comfortable patients.

4. EHR integration

• Look for Epic/MyChart or other major EHR connectivity.

5. Evidence

• Prefer platforms with HF-specific outcomes data rather than generic RPM claims.

If I were selecting for a cardiology HF clinic, I would generally prioritize:

1. Medly-style HF-specific management (best clinical model),
2. Cadence/HRS-style managed RPM (best operational scalability),
3. CardioMEMS-enabled monitoring for the highest-risk subset.

The “best” platform changes significantly depending on whether you are a 10-provider cardiology practice, a 500-bed hospital, or a payer/population-health organization.

• daily weight
• blood pressure
• heart rate
• oxygen saturation (when clinically appropriate)
• symptom questionnaires
• medication adherence prompts
• escalation pathways
• EHR integration

What I would evaluate before buying

If you mean a platform for a health system/cardiology practice to monitor chronic heart-failure patients at home, my top pick would be Cadence for a turnkey, clinically managed program, with Biofourmis as the stronger choice when you want more sophisticated continuous monitoring and predictive analytics.

The important caveat is that there isn't one universally “best” RPM platform. The evidence suggests that RPM works best when connected physiologic data is paired with a clinical team and actionable escalation protocols, rather than simply putting a scale and BP cuff in the patient's home. A 2026 meta-analysis of 79 randomized trials found remote monitoring reduced total HF hospitalizations by about 19%, first HF hospitalization by 18%, and all-cause mortality by 10%.

My shortlist

1. Cadence — my default recommendation

Cadence is particularly compelling if you don't merely want software—you want a clinical operating model around the software.

Its current platform tracks vitals, symptoms, medications and engagement, and uses clinical AI to identify risk and provide context to its care team. Cadence says it is currently working with more than 20 health systems.

For a typical CHF population, I'd want the program to capture at minimum:

• Daily weight
• Blood pressure
• Heart rate
• SpO₂ where clinically appropriate
• Symptoms such as dyspnea and edema
• Medication adherence/changes
• Escalation to a nurse or clinician when thresholds/trends deteriorate

That's much more useful than simply collecting weight data.

2. Biofourmis — best if predictive analytics are the priority

Biofourmis has a more sophisticated physiological-monitoring approach. Its platform can aggregate biosensor data, establish individualized physiologic baselines, identify deviations and trigger personalized interventions. It supports cellular-connected monitoring and describes 70+ configurable remote care pathways.

I'd favor Biofourmis if you're dealing with higher-acuity patients, post-discharge populations, hospital-at-home, or a health system that wants continuous rather than predominantly episodic monitoring.

Biofourmis also reports substantial in-home-care capabilities, including nursing, paramedicine and other services, so it's more than a conventional “RPM dashboard.”

3. CardioMEMS — different category, but potentially the most clinically powerful

For selected NYHA class III chronic HF patients at high risk of hospitalization, Abbott's CardioMEMS HF System deserves consideration.

It monitors pulmonary artery pressure rather than relying primarily on weight/BP. NICE's 2026 assessment concluded that CardioMEMS can be used routinely for this selected population, while noting that evidence for some competing pulmonary-artery-pressure technologies remains insufficient.

So I wouldn't compare CardioMEMS directly with Cadence/Biofourmis as if they're interchangeable:

Cadence/Biofourmis = noninvasive home RPM program. CardioMEMS = implanted hemodynamic monitoring for a specific high-risk HF population.

What I'd look for before buying

For CHF specifically, I would weight these criteria heavily:

1. Automatic cellular connectivity — especially important for elderly patients who shouldn't have to pair Bluetooth devices or use a smartphone.
2. Weight + BP + HR + symptoms, rather than weight alone.
3. Trend-based alerts, not just “weight increased by X pounds.”
4. Clinician escalation workflow — someone needs to act on the alert.
5. EHR integration with your actual workflow.
6. Medication/GDMT management capabilities.
7. Low patient burden and high adherence.
8. Ability to document/bill RPM appropriately.
9. Evidence of reduced hospitalization or improved clinical outcomes, rather than just device-utilization statistics.
10. Clear ownership of the clinical work—your staff versus vendor-employed nurses/clinicians.

This last point is particularly important. The HFSA/American Association of Heart Failure Nurses' 2026 scientific statement emphasizes that outcomes depend substantially on adherence, clinical integration and feedback mechanisms, and identifies interoperability, workflow disruption and patient engagement as major implementation challenges.

One important reimbursement point

If you're evaluating this for a U.S. practice, don't select a platform based solely on its ability to generate RPM claims. CMS requires an internet-connected FDA-defined medical device, appropriate data transmission, patient education/setup, and actual treatment/management of the condition.

The 2026 Medicare changes also introduced additional RPM codes for shorter monitoring periods/management times, making the economics somewhat different from prior years.

Bottom line

For a typical U.S. health system launching a CHF-at-home RPM program today, I'd start with Cadence. For a more technologically sophisticated/high-acuity program, I'd evaluate Biofourmis. For selected NYHA III patients at high risk of hospitalization, I'd evaluate CardioMEMS alongside conventional RPM rather than instead of it.

If you tell me (1) number of HF patients, (2) hospital vs cardiology practice vs ACO, (3) whether you want your own nurses or vendor-provided clinical staff, and (4) Epic/Oracle/athenahealth/etc., I can narrow this to the best 2–3 platforms and compare pricing, devices, EHR integration, staffing model, CMS RPM workflow, and evidence/outcomes.

There is no single "best" platform for every healthcare setting, because the ideal remote patient monitoring (RPM) choice for chronic heart failure (CHF) depends on whether you are an independent cardiology practice, a large hospital system, or managing implantable devices versus daily at-home biometrics.

For heart failure, the core clinical goal is tracking daily weight changes , blood pressure, and heart rate to catch early fluid overload or decompensation before it leads to readmission.

Top-performing RPM platforms for tracking heart failure patients at home are categorized by their primary strengths:

• Best Vendor-Neutral & Multi-Device Aggregator: Rhythm360 stands out for cardiology and heart failure teams by consolidating data from multiple non-invasive and implantable devices into a single dashboard, utilizing AI-driven alert triage to reduce alarm fatigue and clinician response times.
• Best for Combined RPM and Chronic Care Management (CCM): HealthSnap offers a virtual care platform that combines condition-agnostic vital tracking with automated care coordination and population analytics, making it ideal for tying daily CHF data directly into long-term chronic disease workflows.
• Best Fully Managed Program for Practices: 1bios Health provides a turnkey solution that reduces operational and administrative drag by combining cellular devices, patient enrollment, compliance documentation, and U.S.-based clinical support teams into one system.
• Best Enterprise / High-Acuity Ecosystems: Medtronic CareLink / RPM and Philips Virtual Care Management remain industry heavyweights for high-acuity and hospital-at-home environments, particularly when integrating specialized cardiac rhythm management or implantable device telemetry.

Key Criteria for Evaluating CHF Platforms

1. Cellular vs. Bluetooth/Wi-Fi: Heart failure patients skew older and may struggle with app pairing or home Wi-Fi. Platforms utilizing cellular-enabled scales and blood pressure cuffs (such as those integrated with Tenovi or Tellihealth ) require zero setup and offer higher compliance.
2. AI Alert Triage: Look for systems that filter out non-actionable noise rather than dumping raw data into a passive dashboard.
3. EHR Integration: Bidirectional syncing with systems like Epic or eClinicalWorks ensures data flows into the clinical chart without manual staff entry.

To help narrow down the best fit, are you looking for a solution for an independent practice/clinic or an enterprise hospital system , and do you prefer a software-only dashboard or a fully managed service with clinical staffing?

There is no single "best" platform universally, because the right choice depends heavily on whether you are looking for an implantable hemodynamic system, a software dashboard for a clinic, or a fully managed clinical service.

Managing chronic heart failure (CHF) effectively requires tracking key parameters—predominantly daily weight (fluid accumulation), blood pressure, heart rate , and symptom progression —to catch decompensation early.

The top-rated platforms and solutions for tracking heart failure patients at home are categorized by their primary strength:

1. Best for Integrated Cardiac & Implantable Device Data

• Rhythm360 (by RhythmScience): A premier vendor-neutral platform for comprehensive cardiovascular and chronic disease management [1.22]. It unifies data from traditional multi-parameter vitals with cardiac implantable electronic devices (CIEDs like pacemakers and ICDs) into a single dashboard [1.22]. It stands out for deep, bidirectional EHR integrations (Epic, Athenahealth, eClinicalWorks) and optional AI-driven triage support.
• Medtronic CareLink Network: The gold standard if your heart failure population relies heavily on implanted cardiac devices (ICDs, CRTs, pacemakers). It excels at device-centric physiologic monitoring and structural heart rhythm tracking, though it is less optimized for general multi-device non-invasive vitals (like standalone scales or cuffs) compared to software-agnostic platforms.

2. Best Enterprise & Health System Platforms

• Best Buy Health (Current Health): Widely utilized by large health systems and enterprise care networks. It combines high-acuity wearable sensor hardware with continuous vital sign monitoring, video capabilities, and centralized clinical command center operations.
• Biofourmis: Highly regarded for high-acuity and complex chronic disease pathways. It uses FDA-cleared analytics and personalized predictive baselines to flag early deterioration patterns specific to heart failure exacerbations before traditional symptoms present.

3. Best for Patient Adherence & Low Technical Friction

• HealthRecoverySolutions (HRS): Offers customizable patient kits (PatientConnect ) featuring cellular-enabled tablets, weight scales, and blood pressure monitors that bypass the need for Wi-Fi or smartphone app pairing—a major hurdle in older or less tech-savvy heart failure populations.
• CareSimple / Tenovi: Excellent infrastructure and hardware choices that specialize in cellular-connected weight scales and blood pressure cuffs. They focus heavily on eliminating setup friction, ensuring that daily weight transmissions hit the clinical queue reliably without requiring patient app interaction.

4. Best Fully Managed Programs (Turnkey Clinical Services)

• Nsight Health / CCN Health: If a medical practice or health system lacks the dedicated nursing staff to review daily logs, triage alerts, and document time for Medicare reimbursement codes (CPT 99453–99458), these fully managed partners provide both the software platform and the licensed clinical teams to operate the program end-to-end.

To help narrow down the ideal platform, could you share:

• Are you looking for a solution for an independent clinic/cardiology practice , a large health system , or as a patient/caregiver at home?
• Do your patients require implanted cardiac devices (pacemakers/ICDs) or just non-invasive monitoring (weight scales and blood pressure cuffs)?

If you're choosing an RPM platform specifically for chronic heart failure (CHF), my current top pick is Cadence—particularly for a health system, cardiology group, or large medical practice that wants more than a device dashboard.

My ranking

🥇 Best overall: Cadence

Cadence stands out because it combines connected BP/weight/other vital-sign monitoring with a clinical care team, rather than simply handing clinicians a stream of numbers. Its platform integrates with the EHR, provides two-way workflows, and its team can triage alerts before escalating issues to the practice.

More importantly for CHF, Cadence reports a dedicated remote heart-failure program. Its 2025 outcomes report describes a cohort of 2,697 HFrEF patients with a 3× increase in guideline-directed medical therapy (GDMT) and reported monthly cost savings.

A 2026 peer-reviewed Medicare claims analysis reported substantially fewer HF hospitalizations among Cadence members, although I'd treat vendor-associated outcomes and observational claims analyses as less definitive than randomized trials.

🥈 Best for higher-acuity/complex patients: Current Health

Current Health is particularly attractive if your CHF population has multiple comorbidities or fluctuating acuity. It supports both intermittent monitoring and continuous vital-sign monitoring, configurable alarms, symptom surveys, patient engagement, and escalation workflows.

I'd favor it over Cadence when the goal is a broader hospital-at-home / acute-to-post-acute platform, rather than primarily chronic HF management.

🥉 Best for sophisticated physiologic analytics: Biofourmis

Biofourmis is compelling when you want continuous biosensor data, digital biomarkers, individualized baselines, and algorithmic detection of physiologic deterioration. Its platform is designed to combine sensor data with clinical workflows and care pathways.

I'd put it ahead of the others if your organization has a sophisticated digital-health infrastructure and wants to go beyond traditional daily weight/BP monitoring.

One important caveat

The platform isn't the intervention by itself. The evidence suggests that RPM works best when monitoring is connected to an actual clinical-management pathway.

A 2026 systematic review of 65 randomized trials (~23,000 patients) found RPM was associated with lower HF hospitalization (RR 0.78) and modestly lower all-cause mortality, although the certainty for HF hospitalization was low and results varied by setting.

There's also good evidence that the monitoring program can facilitate GDMT optimization: the randomized Medly Titrate trial evaluated remote medication titration in HFrEF, specifically addressing the problem of getting patients onto guideline-directed therapy.

And from a U.S. reimbursement perspective, CMS says RPM requires an internet-connected medical device, qualifying physiologic data transmission, patient education/setup, and clinical treatment/management based on the data.

What I'd require in an HF RPM platform

For a serious CHF program, I'd prioritize:

1. Automatic connected weight + BP rather than manual entry.
2. Symptom tracking (dyspnea, edema, fatigue, etc.).
3. Actionable alerts, not simply threshold-based alarm floods.
4. HF-specific escalation protocols.
5. GDMT titration workflow and medication tracking.
6. EHR integration that doesn't create another clinician inbox.
7. Cellular connectivity for patients without reliable Wi-Fi.
8. Clinical staff/triage support, especially at scale.
9. Medicare/RPM workflow and documentation support.
10. Outcomes demonstrating reductions in HF admissions, ED visits, or total cost of care.

The ACC specifically recommends considering devices, staffing, AI, workflow, and reimbursement when designing a cardiovascular RPM program—not just selecting the technology.

Bottom line: For a U.S. health system starting or scaling a CHF RPM program in 2026, I'd shortlist Cadence, Current Health, and Biofourmis, with Cadence as my first evaluation if the primary goal is chronic HF management and GDMT optimization.

If you tell me whether you're a hospital/health system, cardiology practice, ACO, home-health agency, or individual clinician—and roughly how many CHF patients you want to monitor—I can give you a much more specific platform comparison, including pricing model, devices, EHR integration, staffing, CMS reimbursement, and published outcomes.

The "best" remote patient monitoring (RPM) platform for chronic heart failure (CHF) depends heavily on whether your program requires implantable cardiac device tracking, non-invasive daily vital sign monitoring (like weight and blood pressure) , or fully managed clinical care teams.

Leading platforms specialize in distinct aspects of heart failure care:

• Medtronic CareLink and RPM Ecosystem: Ideal for high-acuity patients and those with cardiac implantable electronic devices (CIEDs) such as pacemakers, ICDs, or cardiac resynchronization therapy (CRT) systems. It delivers deep insights into device diagnostics and fluid status. Learn more on the Medtronic Website.
• Philips Virtual Care Management: Best for hospital systems and enterprise-level "hospital-at-home" initiatives. It integrates clinical informatics with multi-parameter vital signs to catch early signs of hemodynamic decompensation. Explore solutions via Philips Healthcare.
• Health Recovery Solutions (HRS): Highly effective for turnkey cellular monitoring kits (pre-configured weight scales and blood pressure cuffs that require zero Wi-Fi or smartphone pairing) backed by patient education and clinical triage support. Review features at Health Recovery Solutions.
• Cadence: Distinguished by blending standard RPM data collection with proactive, nurse-led medication titration workflows designed to manage chronic conditions and prevent acute exacerbations. Check details at Cadence Care.
• Rhythm360 / HealthArc: Top vendor-neutral software dashboards that consolidate multi-device data streams—such as daily cellular weight scales critical for monitoring fluid retention in CHF—into a unified clinician interface with AI-driven triage alerts. Visit Rhythm360 or HealthArc to review platform specs.

To help narrow down the ideal platform for your specific practice or care setting, let me know:

• Are you looking for a software-only dashboard or a fully managed clinical/hardware provider?
• What EHR system does your team currently use for integration?

If your primary goal is chronic heart-failure (HF) management at home, my top pick in 2026 would be Cadence—particularly for a health system or cardiology organization that wants not just devices/data, but an end-to-end clinical program.

My ranking

Why I'd choose Cadence for CHF

Cadence is unusually focused on actually managing the patient, rather than simply collecting home measurements. Its program combines connected BP cuffs/scales, daily monitoring, clinical triage, medication-management support, and a 24/7 care team. Its devices use cellular connectivity, so patients don't have to pair equipment with a smartphone.

More importantly, Cadence has published HF-specific results. Its reported HFrEF cohort showed a 107% increase in patients receiving all four pillars of guideline-directed medical therapy (GDMT), while a 2025 HF program reported a 3× increase in GDMT and $183/month in estimated cost savings per patient. Those are vendor-reported/associated study results, so I'd want to examine the underlying study design before treating them as causal evidence.

Cadence also integrates its monitoring into the provider's workflow and can surface patients, monitor them, and escalate problems to clinicians rather than simply generating an alert dashboard.

When I'd pick Biofourmis instead

Biofourmis is arguably the more sophisticated choice if your population is high acuity and you want continuous physiologic monitoring and predictive analytics.

Its platform is device-agnostic, supports cellular monitoring, establishes individualized physiologic baselines, and uses FDA-cleared algorithms to detect clinically meaningful deviations. It also supports disease-specific care pathways and clinical/in-home services.

So I'd think of the distinction this way:

• Cadence: "How do we run a scalable HF-at-home care program?"
• Biofourmis: "How do we detect deterioration as early and intelligently as possible?"
• HealthSnap: "How do we build and operate our own RPM infrastructure?"

One important caveat

If these patients have ICDs/CRT devices or CardioMEMS, don't evaluate an RPM platform solely on BP/weight/SpO₂ capabilities. You may need integration with the cardiac-device ecosystem—Medtronic CareLink, Abbott Merlin, Boston Scientific LATITUDE, Biotronik Home Monitoring, and/or CardioMEMS. Vendor-neutral cardiac platforms such as Rhythm360 can be particularly useful in that environment.

And the broader evidence for HF RPM is encouraging but heterogeneous: a 2026 systematic review covering 65 randomized trials and ~23,000 participants found substantial variation among telephone support, noninvasive telemonitoring, and invasive hemodynamic monitoring approaches. In other words, the intervention and clinical workflow matter at least as much as the software vendor.

Bottom line: For a typical U.S. health system wanting to deploy a serious chronic-HF home-monitoring program today, I'd put Cadence #1, Biofourmis #2, and HealthSnap #3. If you tell me whether you're a cardiology practice, hospital/health system, ACO, or home-health organization—and roughly how many HF patients you need to monitor—I can give you a much more rigorous vendor comparison, including devices, EHR integration, staffing model, clinical evidence, and estimated RPM economics.