Healthcare

Flatiron Health AI

Real-world evidence AI platform for oncology research

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★4.6ratingPricing · PaidHot
The FalcoScan Intel PanelFlatiron Health AI · Healthcare
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.6
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 Flatiron Health AI does

Flatiron Health organizes clinical data from cancer care to generate real-world evidence for pharmaceutical research. AI extracts structured data from unstructured notes to power oncology analytics and clinical trial matching.

How Flatiron Health AI compares with its closest alternatives

None of the 5 closest alternatives has a free plan, and neither does Flatiron Health AI. 4 of the 5 offer an API, as Flatiron Health AI does. Flatiron Health AI offers a web app. Of the 3 alternatives with platforms on record, all 3 offer a web app. Flatiron Health AI was founded in 2012; the alternatives were founded between 2014 and 2020. Flatiron Health AI is based in New York, United States; all the 4 alternatives with a known headquarters are in the United States too.

Market position · Healthcare

How Flatiron Health AI compares in Healthcare

Flatiron 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 Flatiron 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.

Flatiron Health AI compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Flatiron Health AIFounded 2012 · New York, United StatesHighOpenPaid—NoYesWeb, APIHot
Mendel Health AIFounded 2018 · San Jose, United StatesHighOpenPaid—NoYesWeb, APIHot
Regard Clinical AIFounded 2019 · Los Angeles, United StatesHighOpenPaid—NoNoWebHot
Cohere Health AuthFounded 2019 · Boston, United StatesHighOpenPaid—NoYesWeb, APIHot
Azure Health AIFounded 2020 · Seattle, United StatesHighOpenPaid—NoYesAPIDeclining
Health Gorilla DataFounded 2014HighOpenPaid—NoYesAPIHot

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 Flatiron Health AI exposes to builders and the verticals it currently serves.

AI Capabilities
NlpData ExtractionClassification
Industry Verticals
PharmaceuticalOncologyResearch
Similar tools · Healthcare

Alternatives to Flatiron 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
Mendel Health AI

AI clinical data extraction from unstructured medical records

★ 4.5Opportunity High
Paid
Healthcare
Regard Clinical AI

AI that reads the entire patient chart to suggest diagnoses

★ 4.7Opportunity High
Paid
Healthcare
Cohere Health Auth

AI clinical intelligence for utilization management

★ 4.6Opportunity High
Paid
Healthcare
Azure Health AI

Microsoft cloud services for healthcare AI applications

★ 4.2Opportunity High
Paid
Healthcare
Health Gorilla Data

AI health data exchange platform with FHIR interoperability

★ 4.2Opportunity High
Paid
Healthcare
Netsmart Behavioral AI

AI-powered care coordination for behavioral health providers

★ 4.0Opportunity High
Paid
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Questions

Flatiron Health AI: common questions

Is Flatiron Health AI free?

No. Flatiron Health AI is a paid product.

What are the best alternatives to Flatiron Health AI?

The closest alternatives to Flatiron Health AI that are still running, matched on the AI capabilities, uses and audience they share, are Mendel Health AI, Regard Clinical AI, Cohere Health Auth, Azure Health AI, and Health Gorilla Data.

Is Flatiron Health AI still running?

Yes. As of 2 November 2026, FalcoScan lists Flatiron Health AI as operating at flatiron.com.

Where is Flatiron Health AI based?

Flatiron Health AI is headquartered in New York, United States.

Does Flatiron Health AI have an API?

Yes. Flatiron Health AI offers an API.

Who is Flatiron Health AI for?

Flatiron Health AI is built for pharma researchers, oncologists, and clinical trial teams.

How do I sign in to Flatiron Health AI?

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

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