back to company universe
AI infrastructure

Clearest Health

Clearest Health is an AI-enabled revenue recovery platform for independent healthcare practices with underpaid out-of-network claims. Through verified IDR benchmarks, claim analysis, and audit-ready dispute support, Clearest helps providers strengthen No Surprises Act appeals and recover revenue that might otherwise be written off.

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #2622

Clearest Health is an AI-enabled revenue recovery platform for independent healthcare practices with underpaid out-of-network claims. Through verified IDR benchmarks, claim analysis, and audit-ready dispute support, Clearest helps providers strengthen No Surprises Act appeals and recover revenue that might otherwise be written off.

source
generated read
High Signal interpretation

Clearest Health is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
independent healthcare practicesClearest Healthprovidersclaim analysisAI-enabled revenue recovery platformaudit-ready dispute supportClearest
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Clearest Health

AI infrastructure · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Quill Bills

match 76

Quill Bills is a medical billing company that works with healthcare providers to significantly lower billing costs and recover denied claims. Our platform performs much of a biller's job autonomously, and we sell this platform to private practice doctors and medical MSOs.

shared extracted concept terms: healthcare, practice, provider; shared product terms: healthcare, practice, claim, provider; shared product theme: health and clinical care; shared affiliation: Y Combinator

PromptWrx

match 68

PromptWrx helps hospitals recover lost revenue from denied insurance claims by providing an AI-powered platform that automates identification, appeals, and resolution, cutting costs and improving claims recovery within existing workflows.

shared extracted concept terms: claim, recovery; shared product terms: revenue, recovery, claim, appeal; shared product theme: sales and marketing; same category: AI infrastructure

Medplum

match 68

Medplum makes it easy to build healthcare webapps that are compliant and interoperability ready. Our open source toolkit allows healthcare providers write apps that are HIPAA compliant, SOC2 certified and FHIR native - streamlining payor connections, health system integrations and more.

shared extracted concept terms: healthcare, provider, ready; shared product terms: health, healthcare, ready, provider; shared product theme: health and clinical care; shared affiliation: Y Combinator

Loula

match 67

Loula is a software platform and national provider network for independent birth & postpartum doulas to boost their practices by accepting health insurance. Doulas typically operate outside of the traditional healthcare system and face an enormous learning curve and administrative burden when trying to accept insurance. This is why we created Loula. Starting with doulas in California, Loula handles their credentialing, contracting, and revenue cycle management so that they can focus on deliverin

shared product terms: health, revenue, independent, healthcare; shared product theme: health and clinical care, sales and marketing; shared affiliation: Y Combinator

Cuvris Technologies

match 47

Reducing claims denials, increasing healthcare practice revenue and streamlining operations with AI Agents

shared extracted concept terms: healthcare; shared product terms: claim, healthcare, practice, revenue; shared product theme: sales and marketing

People Clerk

match 26

We help you navigate the small claims court process (disputes under $10k)

shared extracted concept terms: dispute; shared product terms: claim, dispute