Cair Health
Cair Health builds an AI-powered revenue cycle management platform using six specialized LLM-driven agents — covering coding, eligibility, claims, denials, payer calls, and EOB processing — sold on a tiered subscription basis to US healthcare providers, billing companies, specialty EMRs, and digital health startups.
- Company typePrivate
- Founded2023
- HeadquartersPalo Alto, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Cair Health does
Cair Health, Inc. is a Palo Alto-based, venture-backed software company founded in 2023 that builds an AI-powered revenue cycle management (RCM) platform for the US healthcare market. Its platform is organized around six named AI agents — CLARK (autonomous medical coder), ELLA (eligibility and benefits agent), CHLOE (claims processor), DENNIS (denials and appeals specialist), PAIGE (payer phone call agent), and EVE (EOB-to-ERA extractor) — which collectively automate coding, eligibility verification, claim submission, denial management, payer communication, and payment posting. The platform integrates with 80+ EHR systems, clearinghouses, and healthcare data standards including FHIR, HL7, and X12/EDI, with a 2-week integration timeline cited by the company.
The company's commercial model is a tiered SaaS subscription (Core, Growth, Enterprise) priced on team size and feature scope, with no percentage take-rate on collections — a deliberate departure from legacy RCM vendor economics. Target customers span medical billing companies, specialty EMRs, digital health startups, and community health centers; public logos include MSN LLC, I Magnum Healthcare, Fila Health, AuthorHealth, Moona, Picnic Health, Revolution Med, UrgentIQ, ML Health, and Ekagra Health, with the company reporting operations across 30+ US states and 100+ practices. Distribution runs primarily through website-driven demo requests (Calendly), with conference and accelerator channels (VIVE 2026, NACHC Accelerator 2026 cohort).
Cair Health is backed by Y Combinator, Soma Capital, Translink Capital, Foundation Capital, and Rebel Fund. The platform is HIPAA and SOC 2 Type 2 compliant, does not use customer data for LLM training, and is operated out of a 1-10 person team. Strategic emphasis is on expanding into community health centers via NACHC and broadening the per-customer product surface, exemplified by the October 2025 launch of Automated Chart Review inside the CLARK agent.
Cair Health firmographics
Firmographics- Name
- Cair Health
- Legal name
- Cair Health, Inc.
- Website
- https://cairhealth.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Cair Health builds an AI-powered revenue cycle management platform using six specialized LLM-driven agents — covering coding, eligibility, claims, denials, payer calls, and EOB processing — sold on a tiered subscription basis to US healthcare providers, billing companies, specialty EMRs, and digital health startups.
- Ownership category
- akta.pro rank
Cair Health industry classification
Industry- Product category
- Healthcare Revenue Cycle Management Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Clinical Coding Support (ICD/CPT/SNOMED) & Documentation Compliance Tools (HLACAAAO)
- akta.pro secondary industry
- EHR Extensions, APIs, App Marketplaces & SMART-on-FHIR Apps (HLACAAAN)
Keywords
Where Cair Health is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Cair Health business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- Platform Subscription (Core, Growth, Enterprise): Monthly subscription model with tiered pricing based on team size and feature requirements. All plans include full platform access with all six AI agents. Larger teams receive extra scale, customization, and support. No collection fees or percentage take-rates on reimbursements. Pricing based on usage and volume with support included up to plan coverage.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Core: Ideal for small clinics or single-site teams with all AI agents and EMR integration |
| Subscription | Monthly | Growth: Best for mid-size organizations with multi-state support and custom analytics |
| Subscription | Monthly | Enterprise: Built for large or complex organizations with multi-EHR support |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels5 records
Cair Health product offering
Product offeringCore offering
Cair Health sells an AI-powered revenue cycle management SaaS platform that automates medical coding, eligibility verification, claims submission, denials and appeals, payer phone calls, and EOB-to-ERA posting through six specialized LLM-based agents. The platform integrates with 80+ EHR and clearinghouse systems using FHIR, HL7, and X12/EDI standards, and is sold to healthcare providers, medical billing companies, specialty EMRs, and digital health startups on monthly Core, Growth, or Enterprise subscriptions.
Product overview
Cair Health is an AI-powered revenue cycle management platform built as a platform-plus-modules architecture. The core platform hosts six named AI agents — CLARK (Autonomous Coder), ELLA (Eligibility Agent), CHLOE (Claims Processor), DENNIS (Denials Specialist), PAIGE (Payer Phone Call Agent), and EVE (EOB Extractor) — that work together to automate claims submission, coding, eligibility verification, denials management, payer calls, and payment posting. The platform integrates with 80+ EHR systems via pre-built or on-demand APIs using FHIR and X12 EDI standards. Three pricing tiers (Core, Growth, Enterprise) scale from small clinics to large organizations, with higher tiers adding multi-EHR support, custom AI agents, and dedicated support. The platform processes data from over 2 billion real-world claims and ingests 150,000+ payer policy PDFs.
Differentiator
Problem solved
Functional benefit
Products and services
- Cair Health RCM Platform AI-powered revenue cycle management SaaS platform that integrates six named AI agents (CLARK, ELLA, CHLOE, DENNIS, PAIGE, EVE) for automating claims processing, coding, eligibility verification, denials management, payer communications, and payment posting for healthcare providers, billing companies, and digital health startups.
- CLARK Autonomous Coder LLM-based AI agent that automatically codes encounter notes into CMS-1500, UB-04, ADA Dental, and case rate claims using ICD-10, CPT, and HCPCS code sets, and runs pre-bill chart review checks for documentation completeness and payer policy compliance.
- ELLA Expert Eligibility Agent AI agent that automatically refreshes patient rosters with up-to-date eligibility data, conducts insurance discovery for new patients, performs COB checks for primary coverage verification, and auto-applies eligibility information to claims, including when member card information is missing.
- CHLOE Claims Processor AI agent for claims processing that scans clinical notes, payer policies, real-time eligibility data, and coding rules 24/7 to ensure claims are compliant and ready for first-pass reimbursement.
- DENNIS Denials Specialist Agent AI agent for denials management that retrieves ERAs from payers, performs root-cause analysis of 837/835 claim issues, generates revised 837 files, and creates payer-specific appeal packets while working AR 24/7 until denials are overturned.
- PAIGE Payer Phone Call Agent AI voice agent that handles high-volume, repetitive payer phone calls for VOB verification, authorizations, denial follow-ups, and claim status inquiries 24/7 with 50+ pre-built call scripts and a success guarantee that bills only for 100% completed calls.
- EVE EOB Extractor AI agent that automatically converts paper, PDF, or image EOBs into ERAs, processing thousands of EOB documents in minutes and handling paper scans, PDF files, and blurry images.
Quantifiable outcome
- 99%+ gross collection rate
- +4 more outcomes
Companies that use Cair Health
Customer profileNamed customers12 records
Segments4 records
Ideal customer profiles4 records
Cair Health technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature7 records
Cair Health partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered flagship and core.
- NACHC (National Association of Community Health Centers)flagshipNACHC and ScaleHealth selected Cair Health as one of six startups for the inaugural NACHC Accelerator 2026 cohort. The nine-month program provides mentorship, business model refinement, and pilot planning support for community health center market entry. Culminates in fall 2026 showcase at HLTH USA.
- ScaleHealthflagshipAccelerator partner co-leading the NACHC Accelerator 2026 cohort with NACHC. Provides mentorship, business model refinement, and pilot planning support for selected health tech startups.
- RedoxcoreIntegration partner enabling seamless EHR connectivity and data exchange through Redox's healthcare integration platform.
- FHIR, HL7, X12/EDI Standards BodiescorePlatform supports industry-standard healthcare data exchange protocols including FHIR, HL7, and X12/EDI for interoperability with EHRs, clearinghouses, and payer systems.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Cair Health competitors and assessment
Company assessmentBroad incumbents
- Waystar: Waystar is a leading cloud-based healthcare revenue cycle management platform serving hospitals and large provider organizations. It is an incumbent RCM platform that competes for the same Enterprise-tier wallet share Cair targets.
- R1 RCM: R1 RCM is a major end-to-end RCM services and technology provider for hospitals and health systems. Represents the incumbent benchmark for enterprise RCM and the BPO-style competitor whose labor model Cair's agent-based automation aims to displace.
- athenahealth: athenahealth is a major EHR and practice management vendor with embedded RCM capabilities. Comparable as an EHR-adjacent platform whose own RCM features compete with Cair's integrations and could be extended with native AI capabilities.
- Experian Health: Experian Health provides eligibility, claims management, and patient access solutions to hospitals and providers. Overlaps with Cair's eligibility and claims-submission agents from a much larger, established vendor footprint.
- Availity: Availity operates a large healthcare information network for eligibility, claims, and payer-provider data exchange. Comparable as a clearinghouse/connectivity incumbent in the same payer-data workflow layer that Cair's ELLA and CHLOE agents operate within.
Direct peers
- AKASA: AKASA builds AI-powered automation for healthcare revenue cycle operations, including claims status, authorization, and coding workflows. It is the most direct head-to-head competitor to Cair's AI-agent RCM platform, serving similar provider customers with overlapping use cases.
- Candid Health: Candid Health offers AI-driven revenue cycle management software targeting digital health and provider groups, with automated claims submission, denial management, and EHR integrations. Closely comparable to Cair's Core/Growth tier offerings and target customer mix.
- Olive AI: Olive deploys AI agents across hospital revenue cycle, supply chain, and administrative workflows. It overlaps directly with Cair's autonomous-agent approach to RCM and is a relevant reference point for the AI-RCM category even though it operates at a different scale and stage.
Emerging players
- SmarterDx: SmarterDx applies AI to hospital charge capture and revenue integrity to find missed or under-coded diagnoses. Comparable as an emerging AI agent applied to clinical-coding-adjacent revenue capture, with overlap on documentation review.
- Cedar: Cedar offers AI-powered patient billing, engagement, and payment-presentment software for healthcare providers. Adjacent rather than direct — comparable in being a venture-backed AI billing platform selling to provider organizations and digital health startups.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Cair Health social profiles
Digital presenceCair Health compliance and trust
Trust signalCompliance3 records
Cair Health financial estimates
Financial estimateRevenue estimate
Valuation estimate
Cair Health leadership team
Management profileNumber of profiles
Profiles2 records
Cair Health funding detail
Funding detailFunding overview
Funding rounds1 record
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Cair Health M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Cair Health
What does Cair Health do?
Cair Health sells an AI-powered revenue cycle management SaaS platform that automates medical coding, eligibility verification, claims submission, denials and appeals, payer phone calls, and EOB-to-ERA posting through six specialized LLM-based agents. The platform integrates with 80+ EHR and clearinghouse systems using FHIR, HL7, and X12/EDI standards, and is sold to healthcare providers, medical billing companies, specialty EMRs, and digital health startups on monthly Core, Growth, or Enterprise subscriptions.
Is Cair Health a public or private company?
Cair Health is a private company. It is classified as venture growth investor backed and is currently operating.
When was Cair Health founded?
Cair Health was founded in 2023. It employs 1 to 10 people.
Where is Cair Health based?
Cair Health is headquartered in Palo Alto, United States, in the North America region.
How does Cair Health make money?
One revenue line is on record: platform Subscription (Core, Growth, Enterprise).
Who are Cair Health's main competitors?
Broad incumbents on record are Waystar, R1 RCM, athenahealth, Experian Health and Availity. Direct peers are AKASA, Candid Health and Olive AI. Emerging players are SmarterDx and Cedar.
Does Cair Health have an API?
No public API is recorded for Cair Health.
What industry is Cair Health in?
Cair Health's product category is Healthcare Revenue Cycle Management Software. Its primary akta.pro industry code is HLACAAAO, Clinical Coding Support (ICD/CPT/SNOMED) & Documentation Compliance Tools, with a secondary code of HLACAAAN, EHR Extensions, APIs, App Marketplaces & SMART-on-FHIR Apps. Its NAICS code is 5132 and its SIC code is 7372.