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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

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About Develop Health

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

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine LearningHealthcare

Company Size

11-50

Company Stage

Series A

Total Funding

$16.1M

Headquarters

Menlo Park, California

Founded

2022

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Simplify's Take

What believers are saying

  • CMS PA rules took effect January 2026, forcing faster payer response times.
  • Develop Health says customers cut approval cycles from 1.5 weeks to 20 hours.
  • The company added Nicolas Kernick as CCO and is hiring analytics and operations leaders.

What critics are saying

  • CoverMyMeds, Surescripts, and EHR vendors can bundle similar workflows by 2027.
  • Dependence on payer integrations and FHIR APIs slows deployments and creates brittle workflows.
  • If pharma sponsorships weaken, free-provider access collapses and sales cycles lengthen sharply.

What makes Develop Health unique

  • Athenahealth integration launched December 2025 embeds PA inside prescribing workflows.
  • Develop Health automates benefit verification, prior authorization, follow-up, and appeals end-to-end.
  • It claims 99% plan coverage versus roughly 80% for ePA-only tools.

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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
$14.3M
$15M
$30M

Benefits

  • Flexible Work Hours

Growth & Insights and Company News

Headcount

6 month growth

-3%

1 year growth

0%

2 year growth

18%
RivalSense
Oct 3rd, 2026
Develop Health | competitive intelligence profile.

Develop Health | competitive intelligence profile. Develop Health is a company that specializes in automating medication access through AI-powered solutions. Their services focus on... Develop Health is a company that specializes in automating medication access through AI-powered solutions. Their services focus on benefit verification and prior authorization, aiming to reduce the time healthcare providers spend on these processes while increasing approval rates. Develop Health product and pricing intelligence. Leverage product insights to define key product development milestones, guide go-to-market planning, build a robust product-market fit matrix, and perform in-depth SWOT analyses. Harness pricing intelligence to support strategic pricing decisions, conduct competitive pricing analysis, and craft effective differential pricing strategies. * Nicolas Kernick of Develop Health spoke with Sheila Arquette on the NASP podcast about how its specialty pharmacy offering helps providers, patients, and manufacturers. * Develop Health is building provider-side prior authorization tools. * Develop Health breaks down barriers to prescription access by cutting waiting and paperwork. Develop Health event participations. Stay updated on where your competitors are showing up - industry conferences, webinars, podcasts, and speaking engagements - to gauge their messaging, target audiences, and strategic focus. Discover how they're positioning themselves in the market, what narratives they're pushing, and which partnerships they're cultivating. Use this intelligence to refine your own positioning, identify missed opportunities, and stay top-of-mind in your industry. * Samara Herrick, provider account executive at Develop Health, will attend the NASP Inspire Conference to show the company's work with specialty pharmacies and its podcast with NASP. Develop Health regulatory intelligence. Monitor critical regulatory events - such as issued or revoked licenses, lawsuits, investigations, and court rulings - to understand the compliance posture and legal exposure of your rivals. Spot early warning signs of operational risk, delays, or reputational damage, and use these insights to fine-tune your market strategy, mitigate your own risk, or capitalize on competitor setbacks. * Develop Health CEO Mel van Londen said legislative prior authorization reform is picking up momentum, with shorter response windows and peer review requirements making compliance more complex for health systems. Develop Health management and leadership team. Understand who's steering your competitors by tracking changes in their management and leadership teams. Gain insights into strategic direction, leadership style, and organizational priorities based on executive backgrounds and hiring trends. Use this knowledge to anticipate competitive moves, tailor your sales or partnership approach, and benchmark against industry leaders. Develop Health alternatives and competitors. Identify the competitors of your competitors to uncover indirect threats, emerging disruptors, and untapped opportunities. Understand the broader competitive ecosystem, spot white space in the market, and gain strategic context that helps you position more effectively. These insights sharpen your market intelligence and reveal angles others often overlook. * NantHealth | * SamaCare | * Glidian | * Aidence | * CureMetrix | * Flatiron Health | * Kerry Care | * Nabla | * Binah.ai | * Aetion | * Mendel AI | * Zephyr AI | * Praxis EMR | * IBM Watson | * Google Health | * Microsoft | * Amazon | * Augmedix Develop Health hiring and layoffs. Track key workforce changes - new hires, leadership shifts, and layoffs - to spot strategic organizational moves. Identify rising competitors, uncover shifts in company direction, and seize opportunities to attract top talent or engage new decision-makers. Use these insights to refine your recruitment strategy and build stronger business relationships. * Nicolas Kernick took on the Chief Commercial Officer role at Develop Health, which uses AI to improve medication access for over 3.5 million patients. * Develop Health is hiring a Lead Analytics Engineer in the United States to own analytics and build an AI-native analytics system. * Develop Health is hiring a Strategic Business Operations Lead in the USA to manage operational workflows, optimize payer and PBM partnerships, and scale automation efforts. Develop Health partnerships, clients and vendors. Monitor new partnerships, client wins, and vendor relationships to understand where your competitors are gaining traction. Spot emerging alliances, evaluate ecosystem shifts, and identify potential partners or prospects early. These insights help you refine your sales strategy, anticipate market movements, and stay one step ahead in a dynamic competitive landscape. * Develop Health processed 800 prior authorizations for an independent primary care group, reducing turnaround from weeks to two days and saving 20-30 hours of staff time weekly. Develop Health financial performance, fundraising, M&A. Track competitors' financial performance, fundraising rounds, and M&A activity to assess their growth trajectory and strategic focus. Uncover signals of expansion, market entry, or consolidation, and benchmark your position accordingly. Use these insights to inform investor conversations, identify acquisition opportunities, and fine-tune your competitive strategy. People also viewed. Ready to outsmart the competition? RivalSense cuts through the clutter of generic tools like Google Alerts, delivering laser-focused competitive intelligence without the noise. Track competitors' every move - website changes, product updates, social media buzz, news mentions, and regulatory shifts - all in one sleek platform. Uncover pricing strategies, decode market trends, and gain actionable insights to fuel your business strategy. No more guesswork. Just power. Join thousands of forward-thinking teams who trust RivalSense to automate their competitive monitoring and turn data into domination. Start your FREE trial today - no credit card needed - and see why staying ahead has never been this easy. Your competitors won't know what hit them. Outthink. Outpace. Outperform. #RivalSense

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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