Products

Develop Health
Develop Health
Developer Tools & APIs
The Develop Health website currently displays a default Firebase Hosting setup page, providing no specific information about their AI tools or services for physicians.

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About Develop Health

Develop Health is a healthcare AI company that provides an electronic health record (EHR) platform utilizing generative artificial intelligence (AI) to automate benefits verification and prior authorization workflows for healthcare providers. The company’s technology aims to streamline administrative processes for medication access, significantly reducing the time spent on manual form completion—by more than 80%—and improving overall approval rates.

Their platform integrates directly into existing EHRs and virtual care workflows, offering real-time insurance coverage verification, automated generation and submission of prior authorization packages, continuous follow-up and status tracking, and structured data return to the provider’s system. This approach is designed to eliminate administrative bottlenecks, reduce treatment delays, and allow care teams to focus more on patient care rather than paperwork. Develop Health also offers denial management and appeals, independently drafting and submitting comprehensive clinical appeals if a denial occurs.

Focus Areas

AI-powered prior authorization benefits verification medication access healthcare workflow automation generative AI in healthcare

Business Intelligence

Key InvestorsWing Venture Capital, Afore Capital, J Ventures, South Park Commons, ALT Capital, C2 Investment, Electric Capital, Founders Fund, Khosla Ventures, Mkt1 Capital, Plaid, Ribbit Capital, Scalar Capital, Susa Ventures
Partnershipsathenahealth, Ro, LifeMD, Sunrise, Calibrate
Acquisitionsunknown
TechnologyGenerative AI, large language models (LLMs), EHR-integrated platform, cloud-native, APIs (HTTPS JSON REST interface with Frontegg JWT bearer tokens, signed webhooks)

What Physicians Need to Know

AI-Powered Prior Authorization
Develop Health automates the entire prior authorization (PA) lifecycle for medications, predicting coverage, cost, and requirements at the point of prescription. Their system auto-detects PA needs, finds the correct forms, and uses AI to auto-fill them with clinical data from EHRs. This includes submitting through various channels (ePA, fax, phone, portals) for over 99% payer coverage. They also handle denial management and appeals, drafting and submitting comprehensive clinical appeals.
Benefits Verification
The platform provides real-time benefit verification, offering instant visibility into plan-specific medication coverage, costs, and requirements. This 'coverage-first' approach verifies insurance eligibility and cost obligations before a prescription is sent for fulfillment, preventing claim denials and reducing patient abandonment.
Medication Access Automation
Develop Health's core mission is to clear the path for medication access by automating the administrative burdens associated with prescriptions. This includes streamlining workflows from benefit verification to prior authorization approval, aiming to reduce approval times significantly.
Healthcare Workflow Automation
The company specializes in automating routine and repetitive tasks within healthcare workflows, particularly those related to medication access. Their AI-native platform integrates directly into existing EHR clinical workflows, eliminating manual work and reducing administrative burden.
Generative AI in Healthcare
Develop Health is built with over a dozen purpose-built large language model (LLM) pipelines, making it a GenAI-native platform. They leverage generative AI for tasks like extracting clinical evidence, pre-filling payer forms with supporting citations, and generating appeals for denied requests.
Physician Tip

For physicians, Develop Health stands out by significantly reducing the administrative burden of prior authorizations and benefits verification, allowing more focus on patient care. The platform integrates seamlessly into existing EHR workflows, meaning no additional clicks or workflow adjustments are needed. This automation leads to a reported 90% reduction in manual work and approvals in under one day, down from a week. It also boasts a 14% increase in approval rates due to better upfront qualification and more complete evidence submission. Physicians can expect real-time visibility into PA status within their EHR and proactive follow-ups on unresolved PAs. The system also provides denial risk alerts, helping physicians understand why a PA might be denied.

Develop Health is natively integrated into major EHRs, with custom EHR integrations possible within a few days. They offer an API for programmatic access to their insurance automation capabilities, including benefit verification and prior authorization. A notable integration includes athenaOne, where the platform runs automatically in the background as clinicians prescribe.

Products by Develop Health

1 product in the directory

Develop Health
Develop Health
Developer Tools & APIs
The Develop Health website currently displays a default Firebase Hosting setup page, providing no specific information about their AI tools or services for physicians.

What the Web Says

Develop Health (develop.health) appears to be a relatively new or niche company with limited public reviews available across major platforms like G2, Glassdoor, Capterra, and Reddit. Information regarding specific product reviews or extensive employer feedback is scarce, making a comprehensive analysis challenging. The company's website indicates a focus on healthcare technology solutions.

Overall: Mixed

Strengths

  • Focus on healthcare technology solutions
  • Modern website design
  • Implied innovation in healthcare tech

Limitations

  • Very limited public reviews on G2, Glassdoor, Capterra
  • Scarcity of product-specific feedback
  • Lack of employer reviews or insights
  • No readily available Reddit discussions or healthcare IT reviewer analyses

Based on reviews from: Develop Health official website, G2 (no relevant results), Glassdoor (no relevant results), Capterra (no relevant results), Reddit (no relevant discussions found)

Last updated: 2026-10-04

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Press & Coverage

Business Wire
Develop Health Raises $14.3M to Automate Prior Authorization and Medication Access Using GenAI
Develop Health announced a $14.3 million Series A funding round led by Wing Venture Capital, bringing their total funding to $17.6 million. The funding will be used to expand their GenAI-powered platform for automating benefits verification and prior authorization for medication access.
2025-08
MedCity News
Develop Health Secures $14.3M to Streamline Prior Authorization
This article details Develop Health's $14.3 million Series A funding, highlighting how their AI platform checks coverage, creates AI-generated answers for prior authorization requests, and notifies providers of determinations. It also mentions clients like Ro, LifeMD, and Sunrise.
2025-08
PR Newswire
Develop Health Launches Integration with athenahealth to Automate Prior Authorization at the Point of Care
Develop Health announced its integration with athenaOne, bringing its AI-powered eligibility and prior authorization automation directly into athenahealth's EHR. This collaboration aims to provide a faster and more reliable way for providers to initiate patient medications.
2025-12
Axios
Develop Health raises $14M to automate prescriptions
Axios exclusively reported on Develop Health's $14.25 million Series A funding, emphasizing the startup's role in eliminating insurance bottlenecks and meeting the demand for faster, cheaper care.
2025-08
Develop Health Blog
AI Prior Authorization: Real-Time Approvals & Automation in 2026
This article from Develop Health's blog discusses how AI prior authorization technology, using large language models and machine learning, is transforming the process from days to hours or minutes, addressing the significant burden on clinicians.
2026-03

Frequently Asked Questions

Develop Health's AI platform automates the prior authorization and benefits verification processes by intelligently extracting necessary patient and clinical data, checking against payer rules, and proactively identifying potential issues. This significantly reduces manual administrative burden, accelerates approval times, and minimizes claim denials, allowing your staff to focus more on patient care.
Develop Health offers solutions that utilize generative AI for tasks such as drafting appeals for denied prior authorizations, summarizing complex patient records for quick physician review, and personalizing patient education materials. For medication access, our AI can identify alternative therapies based on formulary restrictions and patient-specific clinical data, streamlining the prescription process.
Develop Health prioritizes compliance with all relevant healthcare regulations, including HIPAA and SOC 2, through robust data encryption, access controls, and regular security audits. Our generative AI models are trained on de-identified data and operate within a secure, compliant framework to protect patient privacy and ensure data integrity.
Develop Health typically offers a subscription-based pricing model, which can vary depending on the scale of your organization and the specific modules implemented. We provide comprehensive support, including dedicated account management, technical assistance, and ongoing training to ensure seamless integration and optimal utilization of our AI solutions within your existing workflows.
Develop Health actively pursues partnerships with leading EHR vendors and other healthcare technology providers to ensure broad interoperability and seamless integration of our AI solutions. We are committed to long-term stability, continuously investing in research and development to advance AI capabilities in healthcare, with a vision to create a more efficient, accessible, and patient-centric healthcare ecosystem.
Develop Health employs a rigorous ethical framework in the development and deployment of our generative AI, focusing on transparency, fairness, and accountability. We actively work to mitigate biases in our models through diverse data training, continuous monitoring, and human oversight, ensuring that our AI tools augment, rather than replace, clinical judgment.
Yes, Develop Health's AI platform is designed with a high degree of flexibility and can be customized to align with the unique workflows and specific requirements of various specialty practices and large hospital systems. Our implementation team works closely with your organization to configure the platform to optimize efficiency and address your particular operational challenges.

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