Develop Health Prescription AI

Develop Health is a company based in Menlo Park, California that sells prescription AI automating prior authorization and predicting medication coverage, cost and requirements at the point of prescription. It announced a 14.3 million USD Series A in August 2025, led by Wing Venture Capital.

The platform plugs into the prescribing workflow, checks benefits and prior authorization needs, drafts the authorization package for provider review and notifies providers when payers decide. Modules cover automated prior authorization, real-time benefit verification, and denial management and appeals. It serves providers, payers, life sciences and pharmacies.

• Automated prior authorization: fills and submits the authorization package for provider review.
• Real-time benefit verification: shows plan-specific coverage, cost and requirements.
• Denial management: drafts and submits clinical appeals after a denial.
• Determination alerts: notifies providers when a payer issues a decision.
• Workflow integration: connects to EHR and prescribing workflows.
• ClearPA: separate offering for prior authorization.

Telehealth and digital pharmacy operators in Vietnam could use it to check insurance coverage before dispensing. Hospital outpatient pharmacies could use it to cut paperwork for insured prescriptions.

Company reports a 90% reduction in manual work and approvals in under one day, down from about one week. Coverage and cost are predicted before the prescription is written, which reduces abandoned prescriptions. Appeals are drafted and submitted after denials.

Prior authorization is a major administrative burden for prescribers worldwide, and AI agents that predict coverage at the point of care are drawing investment. Vietnamese private insurers and digital pharmacy chains are early in adopting automated coverage checks.

Menlo Park address on site; press places HQ in San Francisco. Total funding 17.6 million USD; investors Wing VC, Afore Capital, J Ventures, South Park Commons. Customers include Ro, LifeMD, Sunrise.