Develop Health vs. Forus

Our prescription AI automates the prior authorization lifecycle, and predicts medication coverage, cost, and requirements at the point of prescription for a clear path to life-changing therapy.

Trusted by leaders in modern medicine.

Trusted by leaders in modern medicine.

Here's why leading practices choose Develop Health over Forus.

Before the prescription.

Develop Health runs real-time benefit checks through direct PBM integrations while the provider is still choosing therapy, surfacing coverage, out-of-pocket cost, and PA requirements at the point of prescription. Most PA tools, begin work after the script is sent. We prevent the denial.

Before the prescription.

Develop Health runs real-time benefit checks through direct PBM integrations while the provider is still choosing therapy, surfacing coverage, out-of-pocket cost, and PA requirements at the point of prescription. Most PA tools, begin work after the script is sent. We prevent the denial.

Built as infrastructure.

Develop Health offers a full developer API alongside the provider platform. Health systems, digital health companies, and pharmacies can build benefit verification and PA automation directly into their own products. Those are capabilities that no managed-service PA vendor offers.

Built as infrastructure.

Develop Health offers a full developer API alongside the provider platform. Health systems, digital health companies, and pharmacies can build benefit verification and PA automation directly into their own products. Those are capabilities that no managed-service PA vendor offers.

Inside your EHR.

Develop Health runs natively in the prescribing workflow, including an embedded athenaOne integration, so clinicians prescribe as usual and automation happens in the background. No switching platforms, no parallel portals to check and no workflow changes.

Inside your EHR.

Develop Health runs natively in the prescribing workflow, including an embedded athenaOne integration, so clinicians prescribe as usual and automation happens in the background. No switching platforms, no parallel portals to check and no workflow changes.

Forus & Develop Health side by side

Capability

Real-time benefit verification at point of prescription (direct PBM integrations)

Out-of-pocket cost prediction before prescribing

Automated PA form selection, autofill, and submission

Clinical evidence citations attached to submissions

AI-generated appeal letters

Embedded EHR integration

Developer API

Manufacturer support / financial assistance

Pharmacy choice

Coverage, cost, and PA requirements surfaced before the script is written

Junior Development

AI-drafted with clinical evidence extracted from provider notes

Every claim in the PA is source-cited

Junior Development

Native athenaOne integration; runs inside the prescribing workflow

Full API for benefit checks, PA generation, and status

Auto-applies best available manufacturer support

Prescriptions go to the pharmacy you and your patient choose, no rerouting

Forus

Not advertised; workflow begins after prescription is sent

Not advertised

Not advertised

Not advertised

Not advertised

Works alongside your e-prescribing workflow via record extraction

Not advertised

Hubs, bridge programs, PAPs

Platform routes each prescription to "the right pharmacy"

Capability

Real-time benefit verification at point of prescription (direct PBM integrations)

Out-of-pocket cost prediction before prescribing

Automated PA form selection, autofill, and submission

Clinical evidence citations attached to submissions

AI-generated appeal letters

Embedded EHR integration

Developer API

Manufacturer support / financial assistance

Pharmacy choice

Coverage, cost, and PA requirements surfaced before the script is written

Junior Development

AI-drafted with clinical evidence extracted from provider notes

Every claim in the PA is source-cited

Junior Development

Native athenaOne integration; runs inside the prescribing workflow

Full API for benefit checks, PA generation, and status

Auto-applies best available manufacturer support

Prescriptions go to the pharmacy you and your patient choose, no rerouting

Forus

Not advertised; workflow begins after prescription is sent

Not advertised

Not advertised

Not advertised

Not advertised

Works alongside your e-prescribing workflow via record extraction

Not advertised

Hubs, bridge programs, PAPs

Platform routes each prescription to "the right pharmacy"

Capability

Real-time benefit verification at point of prescription (direct PBM integrations)

Out-of-pocket cost prediction before prescribing

Automated PA form selection, autofill, and submission

Clinical evidence citations attached to submissions

AI-generated appeal letters

Embedded EHR integration

Developer API

Manufacturer support / financial assistance

Pharmacy choice

Coverage, cost, and PA requirements surfaced before the script is written

Junior Development

AI-drafted with clinical evidence extracted from provider notes

Every claim in the PA is source-cited

Junior Development

Native athenaOne integration; runs inside the prescribing workflow

Full API for benefit checks, PA generation, and status

Auto-applies best available manufacturer support

Prescriptions go to the pharmacy you and your patient choose, no rerouting

Forus

Not advertised; workflow begins after prescription is sent

Not advertised

Not advertised

Not advertised

Not advertised

Works alongside your e-prescribing workflow via record extraction

Not advertised

Hubs, bridge programs, PAPs

Platform routes each prescription to "the right pharmacy"

Capability

Real-time benefit verification at point of prescription (direct PBM integrations)

Out-of-pocket cost prediction before prescribing

Automated PA form selection, autofill, and submission

Clinical evidence citations attached to submissions

AI-generated appeal letters

Embedded EHR integration

Developer API

Manufacturer support / financial assistance

Pharmacy choice

Coverage, cost, and PA requirements surfaced before the script is written

Junior Development

AI-drafted with clinical evidence extracted from provider notes

Every claim in the PA is source-cited

Junior Development

Native athenaOne integration; runs inside the prescribing workflow

Full API for benefit checks, PA generation, and status

Auto-applies best available manufacturer support

Prescriptions go to the pharmacy you and your patient choose, no rerouting

Forus

Not advertised; workflow begins after prescription is sent

Not advertised

Not advertised

Not advertised

Not advertised

Works alongside your e-prescribing workflow via record extraction

Not advertised

Hubs, bridge programs, PAPs

Platform routes each prescription to "the right pharmacy"

What happens before the prescription decides what happens after.

What happens before the prescription decides what happens after.

Most PA automations are reactive: the provider prescribes, the platform detects that a prior auth is needed, and automation kicks in to fill forms, submit, and chase status. That genuinely saves staff time, but the patient is already waiting, and the denial risk is already baked in, because the coverage decision happened blind.

Develop Health moves the intelligence upstream. Before the prescription is finalized, we run benefit verification across relevant medications and show the provider exactly what's covered, what it will cost the patient, and what the payer will require. Prescribing decisions get made with full visibility into the patient's plan, so more first submissions are clean and more therapies start on time.

And once that prescription is written, it goes exactly where you sent it: retail, specialty, or in-house. Develop Health automates the paperwork around the prescription, never its destination.

Most PA automations are reactive: the provider prescribes, the platform detects that a prior auth is needed, and automation kicks in to fill forms, submit, and chase status. That genuinely saves staff time, but the patient is already waiting, and the denial risk is already baked in, because the coverage decision happened blind.

Develop Health moves the intelligence upstream. Before the prescription is finalized, we run benefit verification across relevant medications and show the provider exactly what's covered, what it will cost the patient, and what the payer will require. Prescribing decisions get made with full visibility into the patient's plan, so more first submissions are clean and more therapies start on time.

And once that prescription is written, it goes exactly where you sent it: retail, specialty, or in-house. Develop Health automates the paperwork around the prescription, never its destination.

A prescription that isn't affordable or accessible is no prescription at all.

A prescription that isn't affordable or accessible is no prescription at all.

Mel van Londen, co-founder & CEO, Develop Health

Mel van Londen, co-founder & CEO, Develop Health

Proven outcomes for prescription peace of mind.

90% reduction in manual work

Eliminate manual burden by automating the medication access journey.

90% reduction in manual work

Eliminate manual burden by automating the medication access journey.

90% reduction in manual work

Eliminate manual burden by automating the medication access journey.

Approvals in under 1 day

Reduce approval time to less than a day, down from one week.

Approvals in under 1 day

Reduce approval time to less than a day, down from one week.

Approvals in under 1 day

Reduce approval time to less than a day, down from one week.

Zero friction

Seamlessly integrate into your existing EHR clinical workflows.

Zero friction

Seamlessly integrate into your existing EHR clinical workflows.

Zero friction

Seamlessly integrate into your existing EHR clinical workflows.

Testimonial

Calibrate

Calibrate

Role

Director of Product, Calibrate

Director of Product, Calibrate

Lorem ipsum is a standard placeholder or "dummy" text used across graphic design, publishing, and web development to preview layouts and typography.

Arches

Arches

Role

Director of Product, Calibrate

Director of Product, Calibrate

Lorem ipsum is a standard placeholder or "dummy" text used across graphic design, publishing, and web development to preview layouts and typography.

FAQs

Does Develop Health integrate with my EHR?

Develop Health runs an embedded integration with athenaOne and supports additional EHR workflows. Clinicians prescribe as they normally would, while automation runs in the background.

Does Develop Health integrate with my EHR?
Does Develop Health integrate with my EHR?

Develop Health runs an embedded integration with athenaOne and supports additional EHR workflows. Clinicians prescribe as they normally would, while automation runs in the background.

Does Develop Health handle appeals?
Does Develop Health handle appeals?
Do I have to change which pharmacies I prescribe to?
Do I have to change which pharmacies I prescribe to?
How long does implementation take?
How long does implementation take?
Does the AI submit prior authorizations without human review?
Does the AI submit prior authorizations without human review?

See the difference at the point of prescription.

Fifteen minutes in your actual workflow beats any comparison table, including this one.

© 2026 Develop Health.

© 2026 Develop Health.

© 2026 Develop Health.