How Technology is Transforming Drug Rebate Management
READ MORE
Insights & Articles
Introduction
The UK is taking critical steps to standardize the evaluation of AI technologies in healthcare. Last year, the National Institute for Health and Care Excellence (NICE) conducted a systematic review of health economic evaluation (HEE) studies on AI-based technologies, revealing variability in study quality. To address this, NICE introduced CHEERS-AI (Consolidated Health Economic Evaluation Reporting Standards for Interventions that Use Artificial Intelligence), a set of standards aimed at study authors and reviewers. Additionally, the UK Government has announced initiatives to boost exports, benefiting industries like pharmaceuticals by removing trade barriers, with a particular focus on entering the Brazilian market.
Key Takeaways for Pharma and AI Developers
1. CHEERS-AI Standards for Consistent AI Evaluation
• What’s Changing: The CHEERS-AI standards, announced by NICE, provide a framework to improve the quality and consistency of economic evaluations for AI-based healthcare technologies. By addressing gaps in reporting and methodology, NICE aims to make these evaluations more reliable, which is essential for determining the cost-effectiveness of AI solutions in healthcare.
• Impact: For AI developers and pharmaceutical companies, CHEERS-AI sets clearer expectations for the economic evaluation of AI products. A standardized approach facilitates more consistent assessments and could expedite the integration of effective AI technologies into healthcare settings. This initiative also ensures that AI innovations meet rigorous health economic standards, which could build trust among stakeholders and speed up adoption.
2. Removing Trade Barriers for Pharmaceutical Exports
• What’s Changing: The UK Government’s plan to eliminate certain trade barriers is expected to enhance export opportunities across several industries, with a focus on easing access to Brazil’s pharmaceutical market. This initiative includes a £2.3 million fund to support trade growth, with an anticipated boost of £5 billion over the next five years. For the pharmaceutical industry, this includes efforts to improve Brazil’s drug evaluation processes, particularly for cancer treatments.
• Impact: For UK pharmaceutical companies, the removal of trade barriers presents an opportunity to expand into Brazil—a significant and emerging market. Streamlined access to Brazil could lead to increased revenue and greater market diversity. Moreover, improving Brazil’s evaluation standards for cancer drugs aligns with the global shift toward ensuring drugs meet consistent, evidence-based criteria, promoting patient access to high-quality therapies.
Conclusion
The UK’s efforts to standardize the economic evaluation of AI technologies in healthcare and remove international trade barriers represent a proactive approach to fostering innovation and expanding market access. NICE’s CHEERS-AI standards provide the healthcare industry with a reliable framework for assessing AI interventions, setting a high standard for future health economic evaluations. Additionally, the government’s trade initiatives offer UK pharmaceutical companies promising avenues for growth in markets like Brazil. Together, these measures underscore the UK’s commitment to advancing healthcare technologies and supporting the global reach of its pharmaceutical industry.
.svg)
.svg)
.svg)
READ MORE
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.
READ MORE
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.
Sign up & be the first to know about INNOVATIONS
* By sending this message, you agree to our privacy policy.
