All Blogs

DTP Enablement

How Automated DTP Logistics Reduce Costs, Speed Up Therapy and Improve Specialty Drug Access

How Automated DTP Logistics Reduce Costs, Speed Up Therapy and Improve Specialty Drug Access

How Automated DTP Logistics Reduce Costs, Speed Up Therapy and Improve Specialty Drug Access

How Automated DTP Logistics Reduce Costs, Speed Up Therapy and Improve Specialty Drug Access

Delivery worker transporting packages on a hand truck outside a warehouse
Delivery worker transporting packages on a hand truck outside a warehouse
Delivery worker transporting packages on a hand truck outside a warehouse

Getting medications from pharmacy to patient isn't just about shipping. It's about managing a complex process of eligibility checks, prior authorizations and fulfillment decisions that can make or break patient outcomes. For pharmaceutical manufacturers, the final stretch of medication delivery represents both a critical touchpoint and a persistent challenge.

Research shows that transportation barriers prevent up to 5.8 million adults in the U.S. each year from accessing medical care, including picking up prescriptions. Direct-to-patient (DTP) logistics addresses this barrier by bringing medication straight to the patient’s home.

However, successful DTP logistics requires intelligent automation that routes prescriptions to the right fulfillment partner, as soon as the prescriptions are written.

Key Takeaways

  • Automated eligibility and benefit checks give prescribers immediate clarity on coverage, allowing faster routing and fewer delays.

  • Prior authorization automation removes major bottlenecks in therapy access and reduces the administrative burden on clinical teams.

  • End-to-end visibility strengthens delivery reliability by helping pharmacies detect issues early and prevent costly shipment failures.

  • Optimized last-mile logistics ensure safe, compliant delivery of high-value, temperature-sensitive medications to patients’ homes.

  • Flexible fulfillment options, including retail and pharmacy pickup, expand access for patients who cannot receive home deliveries.

The Role of DTP Logistics in Specialty Pharmacy

DTP logistics deliver medications and therapies directly to patients’ homes, making treatment more convenient and accessible. This model is especially important for specialty drugs such as biologics and injectables that require temperature-controlled packaging, which demand strict handling and storage conditions.

Traditional pharmacy workflows were not designed for this level of control. In a DTP system, e‑prescribing platforms integrate with patient support hubs and specialty pharmacies. Once the prescription is generated, the system instantly checks coverage and determines the correct fulfillment partner. 

Couriers, trained in handling the medication, then transport it in insulated packaging equipped with temperature sensors. GPS tracking ensures that every stakeholder knows where the package is at all times.

Challenges of Specialty Drug Distribution

Specialty medications are high value, temperature sensitive and often have strict handling requirements. Even a single distribution error can degrade product integrity, causing delays, extra costs or endangering patient safety. 

Below are some of the most pressing risks in specialty-drug distribution:

Automated Eligibility Checks: The Foundation of Smart Routing

Before a specialty prescription can be filled, someone needs to answer a fundamental question: who pays? This seemingly simple question triggers a series of verification steps that traditionally consume hours or days.

Automated benefit verification (BV) helps patients start their prescribed therapy sooner rather than later, by making it easy to verify their pharmacy benefit coverage and out-of-pocket costs without faxes, phone calls or analyzing past claims.

Real-Time Coverage Determination

Modern benefit verification tools connect directly to payer or PBM networks at the point of prescribing. These systems can often provide patient-specific coverage and out-of-pocket cost estimates, and many health-systems report that over 98% of prescriptions matched or cost less than the tool-generated estimate. 

This speed and transparency enable prescribers to make informed routing decisions immediately. When a prescription is entered, the system can indicate whether the therapy is covered, estimate patient cost, and flag whether prior authorization is required, helping guide fulfillment to the right pharmacy network without delay.

Eliminating the Coverage Gap

Upon enrollment, patients are immediately run through benefit verification to determine if coverage exists. If therapy is covered, they're taken through a standard process toward the most affordable option, but if not covered, they can be provided with options like patient assistance programs, with regular auto-audits to convert the patient once a formulary decision is made.

This automated triage ensures no patient falls through the cracks. The system continuously monitors coverage status and automatically updates routing when insurance changes or prior authorizations are approved.

Prior Authorization Automation: Accelerating Fulfillment Decisions

Prior authorization (PA) is one of the biggest bottlenecks (if not the biggest) in medication access. Many providers report spending substantial administrative time, often multiple hours per week, just to secure approvals, which delays therapy starts and increases staff workload.

How Automated PA Works

Automated systems retrieve targeted clinical data from electronic medical records to complete PA questions, analyzing the question set and sending automatic approval if the request meets criteria.

The process happens in the background. When a prescriber submits a specialty drug prescription, the system:

  • Identifies PA requirements: Checks payer rules to determine if authorization is needed.

  • Extracts clinical data: Automatically pulls needed patient data including lab values, medication history, diagnosis and allergies to complete the prior authorization documentation.

  • Submits and adjudicates: Routes the complete PA request to the payer and receives a decision in real-time.

Impact on Patient Access

Automated PA pilots yielded an 88% reduction in appeals and a 68% reduction in denials caused by a lack of information. Fewer denials mean faster access to medication and fewer patients abandoning treatment due to administrative frustration.

For DTP logistics, this speed is critical. Automated PA enables same-day routing decisions, allowing specialty pharmacies to begin fulfillment immediately rather than waiting days for authorization.

Integration with Fulfillment Networks

Automated platforms reduce time and effort by up to 90% for benefit checks and prior authorizations, verifying eligibility and benefits, checking coordination of benefits, calculating patient financial responsibility, and identifying and submitting a prior authorization in less than 5 minutes.

This integration means prescriptions don't sit in queues. The moment authorization is approved, the system automatically routes the prescription to the appropriate specialty pharmacy for fulfillment and delivery.

End-to-End Visibility: Tracking Every Step of the Journey

Visibility isn't a luxury in specialty drug delivery. It's a necessity. Medications worth thousands of dollars require temperature control, chain-of-custody documentation and precise delivery timing.

Specialty pharmacies spend millions of dollars each year for medication resends due to carrier-related delays or lost packages, with nearly 18% of final-mile retail deliveries failing to be delivered on time. This contributes to lost revenues, increased resend costs, negative customer experiences and challenges to adherence compliance.

Real-Time Package Monitoring

Specialty pharmacies relying on carrier scans alone may not find out there's a problem until it's too late. Instead, they can be proactive participants by monitoring delivery data and analytics across all carriers and managing what is getting delivered on time, what may be in distress and what needs to be rescued.

Modern tracking systems provide:

  • Multi-carrier visibility: Consolidated tracking across FedEx, UPS and specialized medical couriers.

  • Predictive analytics: AI and machine learning predictive models provide real-time, carrier-agnostic, deliverability risk-insight to prevent package distress before it happens.

  • Temperature monitoring: Continuous monitoring of cold-chain compliance for biologics and temperature-sensitive medications.

Proactive Intervention and Patient Communication

Pharmacies need to know when medication will arrive at every step in the delivery journey to manage operations and patient communication effectively, tracking parcels across all carrier facilities and determining whether packages are scheduled to be delivered with the expected service level. 

Without this visibility, specialty pharmacists cannot confirm if medications were delivered to the correct address, whether shipments are late or lost or if temperature parameters have been maintained.

When the system detects a potential delay or risk, it can automatically:

  • Alert pharmacy staff to prepare a replacement shipment

  • Notify patients of revised delivery windows

  • Coordinate with courier services for expedited delivery or package rescue

Last-Mile Delivery: The Final Critical Step

The last mile refers to the final step of the delivery process, getting medication from the pharmacy to the patient's home. It represents the most complex and expensive segment of DTP logistics, where a lot can go wrong, from delayed deliveries to lost medications, contributing to a $35B problem.

Specialized Last-Mile Requirements

Specialty pharmacies require final mile partners who can handle, store and deliver medications. They can face massive consequences if they fail to meet delivery deadlines and drivers must be HIPAA-compliant and follow required safety protocols.

Key requirements include:

  • Compliance training: HIPAA certification for all delivery personnel handling patient information.

  • Temperature control: Refrigerated transport and certified overnight storage facilities for cold-chain medications.

  • Delivery windows: Delivery routes with a four-hour window in mind, prioritizing speed while leaving room for flexibility.

  • Proof of delivery: Signature capture, ID verification, and photo documentation.

Route Optimization and Automation

With automated route optimization and real-time visibility, pharmacies can reduce last-mile delays, cut fuel costs, and deliver prescriptions with greater accuracy.

Modern delivery software enables:

  • Dynamic routing: Algorithms that adjust routes in real-time based on traffic, weather, and delivery priorities.

  • Automated dispatch: New delivery requests are automatically loaded into delivery portals and assigned to available drivers, with partners working to minimize on-demand deliveries and consolidate orders, thereby minimizing delivery costs.

  • Capacity management: Flexible driver networks that scale with demand fluctuations.

Technology-Enabled Patient Experience

Last-mile platforms enable faster response times for urgent medications, real-time tracking so pharmacies and patients know exactly where delivery is and when it will arrive, and route flexibility so drivers can adjust routes if traffic is bad or a patient isn't home.

This transparency builds trust. Patients can plan their day around delivery windows, reducing missed deliveries and the need for costly reshipments.

Beyond Home Delivery: Why Flexible Fulfillment Matters

Some patients need medications urgently and rely on home delivery. Others lack a secure drop‑off location, cannot be home during delivery windows or simply prefer to speak with a pharmacist when obtaining a new therapy. By expanding fulfillment beyond home delivery, DTP programs reduce missed doses and improve adherence. 

LillyDirect’s retail pickup option demonstrates this flexibility. Patients can access Zepbound vials at Walmart pharmacies. NovoCare, PfizerForAll and other manufacturer‑run programs are following similar models, integrating telehealth, online pharmacy services and in‑person pickup.

From an operational standpoint, flexible fulfillment also reduces last‑mile risk. Delivering temperature‑sensitive biologics directly to a patient’s doorstep can be costly and failure‑prone.

Centralized pickup at retail pharmacies or specialty clinics allows for controlled storage conditions, temperature‑monitored handling and verified chain of custody, reducing the likelihood of spoilage or loss. For therapies that cannot tolerate transit delays, instructing patients to collect the medication within a defined window can be safer than relying on residential deliveries.

Benefits of DTP Logistics Automation

Industry analyses suggest that even modest improvements in how patients access specialty medicines can generate significant economic value. According to McKinsey, delays in specialty-drug access, often driven by administrative and logistical barriers, represent $30-$50 billion in lost patient value each year

Enabling faster time-to-therapy, reducing administrative burden and improving access to innovative treatments, DTP platforms can capture a meaningful share of this value for patients, employers, and manufacturers.

Cost Reduction Through Automation

Manual benefits verification and enrollment processes can take 20 to 45 minutes per prescription. Automated systems dramatically reduce the effort required for these steps, lowering operational costs significantly.

When multiplied across thousands of prescriptions, automation delivers substantial savings:

  • Reduced administrative labor

  • Fewer denied claims requiring appeals

  • Lower medication resend costs from delivery failures

  • Decreased patient abandonment rates

Improved Patient Outcomes

Technology will play an increasingly critical role in enabling pharmacies to meet the growing demand for convenient, safe and reliable medication delivery. By leveraging advanced logistics platforms, pharmacies can streamline operations, reduce costs, and enhance the customer experience.

Faster access to medication translates directly to better health outcomes. Patients who receive their specialty drugs without delay are more likely to:

  • Initiate treatment within the optimal therapeutic window

  • Maintain adherence to complex medication regimens

  • Experience better disease management and quality of life

Competitive Advantage for Manufacturers

Manufacturers can truly win the paradigm shift from selling medicine to managing experiences, with commercial executives able to draw ever closer to demonstrating patient-centric leadership.

Pharma companies that invest in DTP logistics automation differentiate themselves through superior patient experience. This creates patient loyalty and better commercial outcomes, leading to improved brand perception.

Implementing DTP Logistics Automation: Key Considerations

Successful implementation of DTP-logistics automation requires strategic planning and cross-functional coordination across clinical, pharmacy, payer, and logistic systems.

Integration with Existing Systems

Effective DTP platforms connect to existing systems of record, from EHRs and health-information systems to revenue-cycle, claims management, and fulfillment networks. Key integration points include:

  • Electronic Health Records (EHRs) for clinical data extraction

  • Pharmacy management systems for prescription routing

  • Payer and PBM networks for real-time benefit verification and prior authorization workflows

  • Specialty pharmacy and fulfillment networks for distribution coordination

An analysis by the Office of the National Coordinator for Health Information Technology (ONC) found that 80%+ of U.S. hospitals reported using integrated health-IT platforms to reduce errors and improve coordination between care, pharmacy, and billing workflows.

Data Security and Compliance

Because DTP involves transmitting protected health information (PHI) across systems and during delivery, maintaining patient privacy and data security is non-negotiable. According to a report by the U.S. Department of Health & Human Services (HHS), data breaches in medical delivery or pharmacy distribution, including during transit, remain one of the top sources of PHI exposure.

Automation platforms must meet the following standards:

  • End-to-end encryption of all patient data

  • Complete audit trails of system transactions

  • Role-based access controls limiting data to authorized users

  • Compliance with regulations such as HIPAA in the U.S.

Partner Selection and Network Management

70% of delivery failures or delays are tied to logistic partners with poor cold-chain or routing capabilities. Choosing the right supply-chain partners is as important as the software. Success depends on collaborating with pharmacies, logistic providers, and technology vendors that can provide:

  • Wide geographic coverage and proven delivery capabilities

  • Robust, compliance-ready technology platforms

  • Certifications and quality processes suitable for specialty medications

  • Verified track record handling temperature-sensitive deliveries, cold-chain compliance, and specialty-pharmacy workflows

Frequently Asked Questions (FAQ)

What makes DTP logistics different from traditional pharmacy delivery?

Direct-to-patient (DTP) logistics go far beyond standard home delivery. They integrate benefit verification, prior authorization automation, optimized routing, cold-chain handling and last-mile monitoring into a single workflow. This ensures medications, especially high-value therapies, reach patients faster and safer, with full visibility at every step.

How does automation improve time-to-therapy for specialty medications?

Automation accelerates every step between prescription and delivery. Real-time benefit verification provides coverage results in seconds, and automated PA systems reduce turnaround times from hours to seconds. Combined with intelligent routing, automation enables same-day approval and fulfillment for many specialty therapies.

Why is real-time visibility so critical in specialty medication delivery?

Specialty drugs are often temperature-sensitive and extremely high-value. Without real-time tracking, pharmacies may only detect issues after a package is lost, delayed or compromised. Visibility tools use multi-carrier tracking, predictive analytics and temperature monitoring to identify at-risk shipments early, enabling intervention before therapy is delayed.

What cost savings can manufacturers and pharmacies expect from DTP logistics automation?

Automation reduces administrative costs and delivery-related losses. Manual prior authorizations can cost $3.68 each, compared to $0.04 for automated requests. Fewer denials, fewer reshipments and faster therapy starts translate into significant operational savings, while also reducing patient abandonment due to access delays.

How can manufacturers ensure they select the right partners for DTP logistics?

Successful DTP implementation requires partners with strong cold-chain capabilities, broad geographic coverage, and proven compliance with HIPAA and pharmaceutical handling standards. Evaluating a partner’s delivery accuracy, routing intelligence, and track record with temperature-sensitive medications is essential, especially since 70% of specialty-delivery failures stem from weak logistics performance.

Sources

  1. American Journal of Public Health - “Transportation Barriers to Health Care in the U.S.” https://ajph.aphapublications.org/doi/10.2105/AJPH.2020.305579

  2. PubMed - “Impact of Real-Time Prescription Benefit Tools on Medication Access” https://pubmed.ncbi.nlm.nih.gov/35896143/

  3. Optum - “Automating the Prior Authorization Process” https://business.optum.com/en/insights/automating-prior-authorization-process.html

  4. Pharmacy Times - “How Specialty Pharmacies Can Increase Visibility on Medication Shipments” https://www.pharmacytimes.com/view/how-specialty-pharmacies-can-increase-visibility-on-the-shipment-of-critical-patient-medication-ensure-on-time-delivery

  5. ThermoSafe - “Cold Chain Insulated Shippers for Specialty Pharmacy” https://www.thermosafe.com/products/insulated-shippers/specialty-pharmacy/

  6. Sensitech - “Biologic Medications and the Specialty Pharmacy (Cold Chain Whitepaper)” https://www.sensitech.com/zh/media/BioMed_Specialty_Pharma_WP_Web_28Feb2019_tcm971-132240.pdf

  7. PharmExec - “Cold Chain: Delivering Innovative Specialty Pharmaceutical Products” https://www.pharmexec.com/view/cold-chain-delivering-innovative-specialty-pharmaceutical-products

  8. VPL - “Why Now Is the Time to Prioritize Your Specialty Pharmacy Shipping Workflow” https://getvpl.com/insights/why-now-is-the-time-to-prioritize-your-specialty-pharmacy-shipping-workflow

  9. PharmExec - “AI and Benefit Verification: Providing Faster Access to Medicines” https://www.pharmexec.com/view/ai-and-benefit-verification-providing-faster-access-medicines

  10. Springer - “Where Real-Time Prescription Benefit Tools Fit in U.S. Healthcare” https://link.springer.com/article/10.1007/s11606-022-07945-z

  11. AJMC - “Implementation and Cost Validation of a Real-Time Benefit Tool” https://www.ajmc.com/view/implementation-and-cost-validation-of-a-real-time-benefit-tool

  12. PMC - “Assessment of the Utilization of Real-Time Prescription Benefits in an Academic Health System” https://pmc.ncbi.nlm.nih.gov/articles/PMC11227025/

  13. PMC - “Real-Time Prescription Benefit Alerts and Medication Cost Conversations” https://pmc.ncbi.nlm.nih.gov/articles/PMC9631013/

  14. PMC - “Advances in Specialty Medication Access and Workflow Efficiency” https://pmc.ncbi.nlm.nih.gov/articles/PMC12232181/

  15. PMC - “Digital Transformation in Pharmacy Workflow Optimization” https://pmc.ncbi.nlm.nih.gov/articles/PMC12306842/

  16. Medium - “AI in Healthcare Payer Utilization Management” https://medium.com/@adnanmasood/the-healthcare-payers-algorithm-ii-ai-in-healthcare-payer-utilization-management-54aa6b4b795f

  17. Aramex - “Future-Proofing Last-Mile Delivery for Pharmaceuticals” https://blogistics.aramex.com/the-ultimate-guide-to-future-proofing-last-mile-delivery-for-pharmaceuticals/

  18. USPack - “Specialty Pharmacy Final-Mile Delivery: 4 Things to Consider” https://gouspack.com/specialty-pharmacy-final-mile-delivery-4-things-to-consider

  19. CDC - “What Is HIPAA?” (Privacy & Security Overview) https://www.cdc.gov/phlp/php/resources/health-insurance-portability-and-accountability-act-of-1996-hipaa.html

  20. ClinicSpots - “How Pharmacy Delivery Software Improves Prescription Delivery Efficiency” https://www.clinicspots.com/blog/how-pharmacy-delivery-software-improves-prescription-delivery-efficiency

  21. Burq - “How Last-Mile Delivery Improves Pharmacy Logistics” https://www.burqup.com/blogs/how-last-mile-delivery-improves-pharmacy-logistics

  22. LinkedIn - “The $50 Billion Blind Spot in Pharma Supply Chains”
    https://www.linkedin.com/pulse/50-billion-dollar-blind-spot-how-pharmaceutical-companies-salami-dhwue/

  23. InterSystems - “Prior Authorization: Key Takeaways (Industry PDF)” https://www.intersystems.com/prior-authorizations-take-aways.pdf

  24. PMC - “Digital Health Integration in Pharmacy and Medication Management” https://pmc.ncbi.nlm.nih.gov/articles/PMC11080122/

  25. Pharmaceutical Commerce - “Pharma DTP, DTC, and DTE Healthcare Models”
    https://www.pharmaceuticalcommerce.com/view/pharma-dtp-dtc-dte-healthcare

  26. Galen Growth - “Pharma’s Direct-to-Patient Pivot (2025)” https://www.galengrowth.com/pharmas-direct-to-patient-pivot-2025/

  27. HealthIT.gov - “Interoperability and Data Exchange Among U.S. Hospitals (2021)”
    https://www.healthit.gov/data/data-briefs/interoperability-and-methods-exchange-among-hospitals-2021

  28. HHS - “Cybersecurity Guidance for HIPAA-Covered Entities (October 2022)”
    https://www.hhs.gov/hipaa/for-professionals/security/guidance/cybersecurity-newsletter-october-2022/index.html

  29. FarEye - “Multi-Stop Route Planning for Smart Pharmaceutical Delivery” https://fareye.com/resources/blogs/multi-stop-route-planning-smart-delivery-solutions

  30. AdvancedMD - “Enhancing Healthcare Practices Through Effective Benefit Verification”https://www.advancedmd.com/blog/enhancing-healthcare-practices-through-effective-benefit-verification/

  1. American Journal of Public Health - “Transportation Barriers to Health Care in the U.S.” https://ajph.aphapublications.org/doi/10.2105/AJPH.2020.305579

  2. PubMed - “Impact of Real-Time Prescription Benefit Tools on Medication Access” https://pubmed.ncbi.nlm.nih.gov/35896143/

  3. Optum - “Automating the Prior Authorization Process” https://business.optum.com/en/insights/automating-prior-authorization-process.html

  4. Pharmacy Times - “How Specialty Pharmacies Can Increase Visibility on Medication Shipments” https://www.pharmacytimes.com/view/how-specialty-pharmacies-can-increase-visibility-on-the-shipment-of-critical-patient-medication-ensure-on-time-delivery

  5. ThermoSafe - “Cold Chain Insulated Shippers for Specialty Pharmacy” https://www.thermosafe.com/products/insulated-shippers/specialty-pharmacy/

  6. Sensitech - “Biologic Medications and the Specialty Pharmacy (Cold Chain Whitepaper)” https://www.sensitech.com/zh/media/BioMed_Specialty_Pharma_WP_Web_28Feb2019_tcm971-132240.pdf

  7. PharmExec - “Cold Chain: Delivering Innovative Specialty Pharmaceutical Products” https://www.pharmexec.com/view/cold-chain-delivering-innovative-specialty-pharmaceutical-products

  8. VPL - “Why Now Is the Time to Prioritize Your Specialty Pharmacy Shipping Workflow” https://getvpl.com/insights/why-now-is-the-time-to-prioritize-your-specialty-pharmacy-shipping-workflow

  9. PharmExec - “AI and Benefit Verification: Providing Faster Access to Medicines” https://www.pharmexec.com/view/ai-and-benefit-verification-providing-faster-access-medicines

  10. Springer - “Where Real-Time Prescription Benefit Tools Fit in U.S. Healthcare” https://link.springer.com/article/10.1007/s11606-022-07945-z

  11. AJMC - “Implementation and Cost Validation of a Real-Time Benefit Tool” https://www.ajmc.com/view/implementation-and-cost-validation-of-a-real-time-benefit-tool

  12. PMC - “Assessment of the Utilization of Real-Time Prescription Benefits in an Academic Health System” https://pmc.ncbi.nlm.nih.gov/articles/PMC11227025/

  13. PMC - “Real-Time Prescription Benefit Alerts and Medication Cost Conversations” https://pmc.ncbi.nlm.nih.gov/articles/PMC9631013/

  14. PMC - “Advances in Specialty Medication Access and Workflow Efficiency” https://pmc.ncbi.nlm.nih.gov/articles/PMC12232181/

  15. PMC - “Digital Transformation in Pharmacy Workflow Optimization” https://pmc.ncbi.nlm.nih.gov/articles/PMC12306842/

  16. Medium - “AI in Healthcare Payer Utilization Management” https://medium.com/@adnanmasood/the-healthcare-payers-algorithm-ii-ai-in-healthcare-payer-utilization-management-54aa6b4b795f

  17. Aramex - “Future-Proofing Last-Mile Delivery for Pharmaceuticals” https://blogistics.aramex.com/the-ultimate-guide-to-future-proofing-last-mile-delivery-for-pharmaceuticals/

  18. USPack - “Specialty Pharmacy Final-Mile Delivery: 4 Things to Consider” https://gouspack.com/specialty-pharmacy-final-mile-delivery-4-things-to-consider

  19. CDC - “What Is HIPAA?” (Privacy & Security Overview) https://www.cdc.gov/phlp/php/resources/health-insurance-portability-and-accountability-act-of-1996-hipaa.html

  20. ClinicSpots - “How Pharmacy Delivery Software Improves Prescription Delivery Efficiency” https://www.clinicspots.com/blog/how-pharmacy-delivery-software-improves-prescription-delivery-efficiency

  21. Burq - “How Last-Mile Delivery Improves Pharmacy Logistics” https://www.burqup.com/blogs/how-last-mile-delivery-improves-pharmacy-logistics

  22. LinkedIn - “The $50 Billion Blind Spot in Pharma Supply Chains”
    https://www.linkedin.com/pulse/50-billion-dollar-blind-spot-how-pharmaceutical-companies-salami-dhwue/

  23. InterSystems - “Prior Authorization: Key Takeaways (Industry PDF)” https://www.intersystems.com/prior-authorizations-take-aways.pdf

  24. PMC - “Digital Health Integration in Pharmacy and Medication Management” https://pmc.ncbi.nlm.nih.gov/articles/PMC11080122/

  25. Pharmaceutical Commerce - “Pharma DTP, DTC, and DTE Healthcare Models”
    https://www.pharmaceuticalcommerce.com/view/pharma-dtp-dtc-dte-healthcare

  26. Galen Growth - “Pharma’s Direct-to-Patient Pivot (2025)” https://www.galengrowth.com/pharmas-direct-to-patient-pivot-2025/

  27. HealthIT.gov - “Interoperability and Data Exchange Among U.S. Hospitals (2021)”
    https://www.healthit.gov/data/data-briefs/interoperability-and-methods-exchange-among-hospitals-2021

  28. HHS - “Cybersecurity Guidance for HIPAA-Covered Entities (October 2022)”
    https://www.hhs.gov/hipaa/for-professionals/security/guidance/cybersecurity-newsletter-october-2022/index.html

  29. FarEye - “Multi-Stop Route Planning for Smart Pharmaceutical Delivery” https://fareye.com/resources/blogs/multi-stop-route-planning-smart-delivery-solutions

  30. AdvancedMD - “Enhancing Healthcare Practices Through Effective Benefit Verification”https://www.advancedmd.com/blog/enhancing-healthcare-practices-through-effective-benefit-verification/

See Develop Health in Action

Qualify medication options and automate prior authorization

See Develop Health in Action

Qualify medication options and automate prior authorization

See Develop Health in Action

Qualify medication options and automate prior authorization

Nicolas Kernick is Head of Growth and Operations at Develop Health, where he helps scale Al-driven solutions that streamline medication access and transform clinical workflows. He worked across the US and Europe for 10 years at BCG before leaving to join a tech startup called SandboxAQ. He holds a First Class Degree in Physics from the University of Cambridge and was a Baker Scholar at Harvard Business School. With a deep interest in healthcare innovation and technology, Nicolas writes about how Al can improve patient outcomes and reduce administrative burden across the heathcare ecosystem.

See Develop Health in Action

Qualify medication options and automate prior authorization

Related Articles