IrisMed
IrisMed minimizes revenue leakage and compliance risks for medical facilities and revenue cycle consultancies by creating a domain-specific AI to reduce coding errors, and manage claim denials at scale.
Techstars
techstars-portfolio #1705IrisMed minimizes revenue leakage and compliance risks for medical facilities and revenue cycle consultancies by creating a domain-specific AI to reduce coding errors, and manage claim denials at scale.
sourceIrisMed 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.
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.
Companies similar to IrisMed
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.
Substrate
match 72Substrate's AI agents automate the click-work & data entry in revenue cycle management. Our agents perform repetitive and time-consuming tasks on behalf of medical billers, significantly increasing efficiency and reducing errors.
shared extracted concept terms: medical, revenue, cycle; shared product terms: revenue, medical, cycle, error; shared product theme: health and clinical care, sales and marketing
Intelizen
match 61Intelizen uses AI to help hospitals and clinics recover lost revenue by analyzing payer contracts, reconciling claims with negotiated rates, and generating appeals for underpayments.
shared extracted concept terms: hospital, clinic; shared product terms: hospital, clinic, revenue, claim; shared product theme: sales and marketing; same category: AI infrastructure; shared affiliation: Techstars
JazzyPay
match 60JazzyPay enables Hospitals, Clinics, Schools, Medical Suppliers, and other essential businesses to adopt cashless payments easily even without a website.
shared extracted concept terms: medical, clinic, hospital; shared product terms: medical, clinic, hospital; shared product theme: health and clinical care; shared affiliation: Techstars
Parachute
match 47Parachute helps hospitals adopt AI safely and at scale. We vet AI tools that fill clinical gaps, run state-of-the-art evaluations, monitor every model for drift and compliance, and lock every decision in an immutable audit trail.
shared extracted concept terms: hospital; shared product terms: hospital, scale, compliance; shared product theme: health and clinical care, security and compliance; same category: AI infrastructure
Harbera
match 47Harbera helps clinic keep their doctors credentialed and compliant. Our AI software continuously monitors and proactively helps admin teams re-credential doctors, preventing denied claims, disruptions in patient care, and lost revenue caused by doctors falling out-of-network.
shared extracted concept terms: clinic; shared product terms: clinic, claim, revenue; shared product theme: health and clinical care, sales and marketing; same category: AI infrastructure
Decimal Code
match 46Automated medical coding and revenue cycle AI solutions
shared product terms: medical, coding, revenue, cycle; shared product theme: health and clinical care, sales and marketing; same category: AI infrastructure; shared affiliation: Techstars