Healthcare

Pieces Health AI

AI patient safety and harm prevention platform

Visit Pieces Health AI
★4.5ratingPricing · PaidHot
The FalcoScan Intel PanelPieces Health AI · Healthcare
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.5
of 5 · FalcoScan rating

Healthcare AI has a wide moat on average, from the moat scores of its rated products. What protects Healthcare AI tools, and the widest moats

The Brief

What Pieces Health AI does

Pieces Health uses AI to monitor hospitalized patients continuously and alert care teams to early warning signs of deterioration, sepsis, and falls. The AI synthesizes EHR data and vital signs to identify at-risk patients.

How Pieces Health AI compares with its closest alternatives

None of the 5 closest alternatives has a free plan, and neither does Pieces Health AI. Only Cadence RPM AI lists a starting price, $203 a month. All 5 offer an API, as Pieces Health AI does. Pieces Health AI offers a web app. Of the alternatives, all 5 offer a web app. Pieces Health AI was founded in 2013; the alternatives were founded between 2012 and 2021, 1 of them earlier. The alternatives with a known headquarters are in the United States.

Market position · Healthcare

How Pieces Health AI compares in Healthcare

Pieces Health AI has high opportunity and sits in the top third of 250 live Healthcare tools on FalcoScan. Across Healthcare, the average opportunity score is 83.2 and the average saturation score 11.1. FalcoScan rates Pieces Health AI's own market position as open. 87 of the 250 operating Healthcare tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.

Pieces Health AI compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Pieces Health AIFounded 2013HighOpenPaid—NoYesWebHot
Biofourmis Remote MonitoringFounded 2016 · Boston, United StatesHighOpenPaid—NoYesWeb, Mobile, HardwareHot
CarePredict Senior AIFounded 2013 · Plantation, United StatesHighOpenPaid—NoYesWeb, Mobile, HardwareHot
Cadence RPM AIFounded 2021HighOpenPaid$203/moNoYesWeb, Mobile, HardwareHot
Glooko Diabetes AIFounded 2012 · Mountain View, United StatesHighOpenPaid—NoYesWeb, API, MobileHot
Welby Health Remote MonitoringFounded 2016 · Los Angeles, United StatesHighOpenPaid—NoYesWeb, Mobile, HardwareHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Healthcare.

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What it ships with

Capabilities & who uses it

The capabilities Pieces Health AI exposes to builders and the verticals it currently serves.

AI Capabilities
ClassificationAnomaly DetectionPredictive Analytics
Industry Verticals
HealthcareHospital Systems
Similar tools · Healthcare

Alternatives to Pieces Health AI

Products still running that do the same job, from the healthcare market and related ones, closest match first.

See the Healthcare market
Healthcare
Biofourmis Remote Monitoring

AI-powered remote patient monitoring for chronic conditions

★ 4.5Opportunity High
Paid
Healthcare
CarePredict Senior AI

AI predictive care platform for senior living communities

★ 4.5Opportunity High
Paid
Healthcare
Cadence RPM AI

AI-powered remote patient monitoring with clinical support

★ 4.4Opportunity High
Paid
Healthcare
Glooko Diabetes AI

AI diabetes management platform for connected devices

★ 4.4Opportunity High
Paid
Healthcare
Welby Health Remote Monitoring

AI remote patient monitoring platform for chronic conditions

★ 4.4Opportunity High
Paid
Healthcare
DeepMind AlphaFold

AI protein structure prediction for drug discovery

★ 4.9Opportunity High
Free
Featured in
Questions

Pieces Health AI: common questions

Is Pieces Health AI free?

No. Pieces Health AI is a paid product.

What are the best alternatives to Pieces Health AI?

The closest alternatives to Pieces Health AI that are still running, matched on the AI capabilities, uses and audience they share, are Biofourmis Remote Monitoring, CarePredict Senior AI, Cadence RPM AI, Glooko Diabetes AI, and Welby Health Remote Monitoring.

Is Pieces Health AI still running?

Yes. As of 2 November 2026, FalcoScan lists Pieces Health AI as operating at pieces.us.

Does Pieces Health AI have an API?

Yes. Pieces Health AI offers an API.

Who is Pieces Health AI for?

Pieces Health AI is built for hospital safety teams, cmios, and quality officers.

How do I sign in to Pieces Health AI?

Sign in on Pieces Health AI's own website, pieces.us. FalcoScan reviews Pieces Health AI but does not run its accounts, so logins, passwords and billing are handled by Pieces Health AI directly.

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