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Claim Health

The first AI revenue platform for post-acute healthcare

Post-acute agencies lose up to 15% of revenue each year to denials, non-compliant documentation, and delayed payments. Most treat it as a cost of doing business. Instead of waiting weeks for rejections and appealing claims one by one, Claim Health flags issues in real-time and automates claim corrections and appeals—before revenue is lost. While working with healthcare providers, we found most denials stem from small, preventable documentation errors. As payor requirements grow increasingly complex and fragmented, billing has become a manual, error-prone process. Claim Health closes the loop between documentation and billing outcomes—using AI to detect issues, automate workflows, and recover thousands in missed revenue each week. Kevin and JJ bring nearly a decade of experience building and scaling healthtech companies. At Dandy, JJ was a founding engineer and Kevin was the first GTM hire; together they helped grow the business from 0 to $150M+ ARR. At Perry (now Jolly), JJ led engineering and Kevin was Head of Sales, driving the company through a $16.5M Series A led by Tesla’s former CFO. In under three weeks since incorporation, we've launched with three agencies and are in early discussions with large U.S. health systems. Post-acute care is a $400B market with over $20B in annual revenue leakage due to broken billing workflows. Claim Health is fixing that—starting with denials, and expanding into the full revenue cycle stack.
Active Founders
Kevin Calcado
Kevin Calcado
Founder
Building the AI revenue platform for post-acute healthcare. Previously scaled revenue from zero to $XXXm as a founding sales leader at Dandy and led GTM teams as SVP of Revenue across healthcare and tech.
Jayen Ram
Jayen Ram
Founder
Building the AI revenue platform for post-acute healthcare. 4-time startup engineer veteran (2x health tech, 1x con tech, 1x document AI)
Jobs at Claim Health
New York, NY, US
$150K - $200K
1.00% - 2.00%
1+ years
Claim Health
Founded:2025
Batch:Spring 2025
Team Size:2
Status:
Active
Primary Partner:Dalton Caldwell
Company Launches
Claim Health - AI revenue platform for at-home care providers
See original launch post

Hello world! We are Kevin and JJ - co-founders of Claim Health, the first AI revenue platform for at-home care. Check out our demo here:

The Problem

Healthcare billing teams are drowning in red tape with ever-changing insurance rules, very manual processes, and siloed data streams.

We counted 158 clicks to submit a single claim with one of our first customers!

In our conversations with at-home care providers (think nursing homes, home health, home care, and hospice) providers, Kevin and I kept hearing that “getting money in the door” was the single thing preventing agencies from growing.

Many home health and home care agencies have to literally say no to patients who need care.

What Claim Health is doing about it

We want medical billing to be a one-click process. Billers should spend their time making the important decisions and triaging involved in the revenue cycle process.

Our platform surfaces the claims that need attention and automates the submission of the one’s that are routine. In addition, we manage denials by helping billers generate appeal letters and are implementing voice agents to request information enrichment from insurance companies.

Our initial product has been rolled out to early customers and has already

  1. turned a 3 day a week billing process to a 2 hour process
  2. found 6 figures in lost revenue from denials and underpayments.

Check us out at claimhealth.com

Know a at-home care agency looking to supercharge their revenue operations? Connect us → kevin@claimhealth.ai / Book a demo

— JJ & Kevin