How Technology is Transforming Drug Rebate Management

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Insights & Articles
4 min
In June, the U.S. Federal Trade Commission (FTC) voted unanimously (5-0) to examine rising list prices of insulin, but also to probe possible anti-competitive practices by pharmacy benefit managers (PBMs) with respect to the use of rebate arrangements. Rebates are payments from drug manufacturers to PBMs in exchange for moving market share towards so-called preferred products on the formulary.
The FTC has specifically cited instances in which cheaper generics and biosimilars are excluded from PBM formularies, as this may violate competition and consumer protection laws.
The FTC inquiry into pharmacy benefit manager (PBM) practices could lead to legal action prohibiting certain rebate practices. In turn, this could induce major changes in the U.S. rebate system. Formulary management could become increasingly value- or outcomes-based, rather than simply a function of a financial power play between drug makers and PBMs. Or, rebates could fall by the wayside altogether, to be replaced by a combination of upfront discounts in lieu of rebates and value-based pricing arrangements. Partnering with Lyfegen may be the solution for manufacturers and payers alike, as its platform can put users on the right track towards successful implementation of value-based pricing arrangements.
The FTC has warned of legal action against PBMs if its inquiries find proof of anti-competitive practices. Here, the agency raised the stakes when it included terms like “commercial bribery” in its statements to describe what it perceives as anti-competitive rebates in the insulin market.
The latest FTC inquiries follow a recent investigation by Senators Grassley (R-Iowa) and Wyden (D-Oregon), which blamed rebate schemes for much of what ails the prescription drug market. Furthermore, nearly two years ago, Senator Klobuchar (D-Minnesota) and colleagues commissioned the General Accounting Office (GAO) to examine rebates. The GAO report is due out this fall.
PBMs receive rebates from drug manufacturers in exchange for preferred positioning on the formulary, which in turn drives market share. Experts have criticized rebates for the fact that payers often don’t base their decisions to include a drug on comparative clinical- and cost-effectiveness. Rather, decisions are strictly based on financial terms, namely which manufacturer offers a higher rebate payment to the PBM; a financial power play in which PBMs may threaten not to cover certain drugs if they don’t get the rebate they want. This applies to insulin as well as numerous other therapeutic categories.
What’s worse is when rebate traps or walls are involved. Branded manufacturers leverage their position as market leaders by offering financial incentives to PBMs and health insurers in the form of “all or nothing” conditional volume-based rebates, in exchange for (virtually) exclusive positioning on the formulary. This can mean keeping competitors off the formulary entirely, or severely limiting formulary access to a competing drug with drug utilization management tools like step edits. Here, a patient must use a preferred drug and fail on it (a so-called “fail-first” policy) before “stepping up” to a non-preferred drug.
Because the portion of the rebate retained by PBMs is often calculated as a percentage of a drug’s list price, PBMs can have incentives to establish formularies that favor branded drugs with higher list prices and larger rebates over lower priced biosimilars, specialty generics, or even branded competitors. Rival drugs entering the market lack sufficient sales volume to be able to offer the same level of rebates to PBMs that originator firms can provide.
Proof of the establishment of anti-competitive practices could lead to legal action being taken against PBMs. The question then becomes what would replace rebates? Payers may establish an entirely different formulary management system that is more value-based. Surely, it would be a system that’s less contingent on the role of the financial power play between drug makers and PBMs.
In areas such as immunotherapy targeting certain cancers, cell and gene therapy, and rheumatology, there are already a growing number of value-based agreements.
Girisha Fernando, CEO and Founder of Lyfegen, which offers a platform to track value-based agreements with real-world data, said that many outcomes-based deals are kept secret and therefore under the radar, so to speak. Commercial payers generally don’t share publicly what types of value-based deals they have with drug companies to maintain their competitive advantage. Yet, in an interview with Endpoints News Fernando stated that he’s observed at least a 300% increase in value-based agreements over the last five years. The Lyfegen Platform enables more efficient and transparent management of value-based drug pricing contracts by using intelligent algorithms to capture and analyze patient-level drug cost data.
Fallout from the FTC inquiry – should rebates be identified as anti-competitive - may entail further increases in value-based dealmaking.
About the author
Cohen is a health economist with more than 25 years of experience analyzing, publishing, and presenting on drug and diagnostic pricing and reimbursement, as well as healthcare policy reform initiatives. For 21 years, Cohen was an academic at Tufts University, the University of Pennsylvania, and the University of Amsterdam. Currently, and for the past five years, Cohen is an independent healthcare analyst n a variety of research, teaching, speaking, editing, and writing projects.
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The complexity of drug rebate management has grown significantly in recent years. With multiple rebate structures, evolving regulations, and limited visibility across the process, pharmaceutical companies and payers face increasing challenges in tracking, optimizing, and ensuring compliance in rebate agreements.
Traditional rebate management often relies on manual processes, spreadsheets, and siloed data sources—leading to inefficiencies, errors, and revenue leakage. But technology is changing that. Automation, real-time analytics, and centralized platforms are transforming how pharma and payers approach rebate strategies.
Automation and AI
Advanced Analytics and Predictive Modeling
Improved Compliance & Transparency
The future of rebate management isn’t manual—it’s intelligent, automated, and built for scale. That’s exactly where Lyfegen comes in.
Our Rebate Analytics Platform is designed to help both payers and pharmaceutical companies take control of growing complexity. With automation, analytics, and real-time insights at its core, Lyfegen enables your team to:
Payers and pharma leaders around the world are already using Lyfegen to recover lost revenue and gain full visibility into their rebate performance.
Now it’s your turn. 👉 Book a demo and see how Lyfegen transforms rebate management—starting today.
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With price tags in the millions, gene therapies are redefining medicine—and reshaping how we negotiate access to it. For both payers and pharmaceutical companies, these breakthrough treatments present a shared challenge: how do you fund what feels priceless?
From Zolgensma to Hemgenix, gene therapies promise one-time cures for rare and life-threatening diseases. But the financial model behind them can’t follow the traditional playbook. These treatments call for a smarter, more collaborative approach to pricing—and that’s exactly what’s taking root.
Why Payers and Pharma Need a New Playbook
Unlike conventional drugs, gene therapies frontload their cost while delivering benefits over time. That disconnect forces a fundamental rethink of how pricing, reimbursement, and risk-sharing are handled.
According to the Lyfegen 2024 Drug Contracting Trends Report, health systems worldwide are moving toward innovative agreements: outcome guarantees, installment plans, and subscription-based models. These aren’t just experiments—they’re becoming essential tools to balance patient access with financial responsibility.
For payers, it’s about managing risk while maintaining equity. For pharma, it’s about demonstrating value in a way that aligns with clinical reality. Either way, the direction is clear: shared risk, shared benefit.
Global Shifts That Are Shaping the Market
The trends are global and accelerating. In the United States, payers like Blue Cross Blue Shield and Medicaid are embracing outcome-based models for sickle cell gene therapies like Casgevy and Lyfgenia. Brazil’s Ministry of Health uses installment payments for Zolgensma, spreading risk over five years while tying reimbursement to real-world outcomes.
In Europe, countries like Spain and Italy combine restricted coverage with annual reassessments, ensuring that high-cost therapies are only reimbursed if they continue to deliver results.
The message? Pricing innovation is no longer a nice-to-have—it’s the only way forward.
How Lyfegen Bridges the Gap
At Lyfegen, we help payers and pharma move beyond the negotiation table—and into action.
• Our Agreements Library, the world’s largest digital repository of value-based contracts, helps you understand what others are doing and where the benchmarks lie.
• Our pricing simulation engine lets both sides explore scenarios before committing—making deals smarter from day one.
• And our automated platform handles everything from contract setup to rebate tracking, saving time, reducing risk, and driving transparency.
A Smarter Way to Fund the Future of Medicine
Gene therapies will continue to challenge the limits of what we think healthcare can afford. But with the right models and tools, both payers and pharma can find common ground—ensuring that innovation reaches the patients who need it most.
Curious about what’s next in drug contracting?
Download the 2024 Drug Contracting Trends Report for exclusive insights, real-world examples, and global benchmarks.