Develop Health

Develop Health

AI-driven medication access and authorization automation

Overview

Develop Health builds AI-powered software that streamlines medication access for healthcare providers and patients. Its core product is an AI-driven platform that automates the prior authorization process. It includes a Benefit Verification tool that processes patient insurance card images and a Clinical Eligibility tool that autofills clinical information, reducing form completion time by over 80%. The platform helps clinicians and staff cut administrative workload and speed up medication access workflows. Unlike generic automation vendors, Develop Health concentrates on the medication authorization and eligibility workflow in healthcare settings, delivering targeted automation for insurance verification, prior authorization, and clinical data entry. The company’s goal is to improve efficiency in medication access and reduce administrative burden for healthcare organizations.

Significant Headcount Growth

About Develop Health

Simplify's Rating
Why Develop Health is rated
C+
Rated B on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Healthcare

Company Size

11-50

Company Stage

Series A

Total Funding

$16.1M

Headquarters

San Francisco, California

Founded

2022

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Simplify's Take

What believers are saying

  • Develop Health said July 2026 it automates access for 400,000 patients monthly.
  • NCPA hosted a July 14, 2026 webinar on its prior-auth tool, signaling distribution.
  • CMS's July 2026 Medicare GLP-1 Bridge increases demand for medication access automation.

What critics are saying

  • AMA policy and MACPAC recommendations in 2026 attack autonomous coverage decisions, shrinking buyers.
  • CMS WISeR and state transparency rules force human review, reducing automation differentiation by 2027.
  • If pharma sponsorship dries up, Develop Health loses its free-provider model and likely runway.

What makes Develop Health unique

  • Develop Health embeds prior authorization inside EHR workflows, eliminating separate staff logins.
  • Its platform automates benefit verification and clinical eligibility with 15+ specialized LLM pipelines.
  • Pharma manufacturers fund it, letting providers use enterprise automation at no direct cost.

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Funding

Total Funding

$16.1M

Below

Industry Average

Funded Over

2 Rounds

Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Meet Average

Industry standards

$15M
$8.2M
Discord
$14.3M
Develop Health
$15M
Canva
$30M
Kalshi

Benefits

Flexible Work Hours

Growth & Insights and Company News

Headcount

6 month growth

8%

1 year growth

13%

2 year growth

13%
OPEN MINDS
Oct 23rd, 2025
Develop Health Raises $14.3M for GenAI

Develop Health announced a $14.3 million Series A funding round led by Wing Venture Capital, with participation from Afore Capital, J Ventures, and South Park Commons, bringing total funding to $17.6 million. The company offers an EHR-integrated platform using generative AI to automate prior authorization and medication access.

Benzinga
Aug 20th, 2025
Develop Health Raises $14.3M for GenAI Platform

Develop Health has raised $14.3 million in a Series A round led by Wing Venture Capital, bringing total funding to $17.6 million. The company uses GenAI to automate benefit verification and prior authorization, reducing treatment delays and manual work. The funding will help expand its platform beyond digital health into the medical benefit market and enhance EHR and PBM integrations. Develop Health aims to streamline medication access, improving provider efficiency and patient experience.

MobiHealthNews
Aug 20th, 2025
Develop Health garners $14.3M for AI prior authorization platform

San Francisco-based Develop Health, a benefits verification and prior authorization platform, has secured $14.3 million in Series A funding, bringing its total raise to $17.6 million.

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