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Life Sciences Executives View Revenue Management as Business-Critical, According to New State of Revenue Report from Model N


New Data Shows 96% Are Still Managing Revenue Tasks With Spreadsheets, and 71% of Executives Believe Their Industries Could Do a Better Job Optimizing Revenue Activities

SAN MATEO, Calif.--(BUSINESS WIRE)-- Model N, Inc. (NYSE: MODN), the leader in cloud revenue management solutions, today announced findings from its 2021 State of Revenue Report, which examines current issues around revenue execution and management. Model N polled 300 C-level life sciences and high tech executives in January-February 2021, and 98% say they face revenue management challenges. Some 93% of respondents report that revenue management is a business-critical issue, describing the global COVID-19 pandemic as the biggest factor impacting revenue management today.

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To obtain your copy of Model N's 2021 State of Revenue report click here (Graphic: Business Wire)

To obtain your copy of Model N's 2021 State of Revenue report click here (Graphic: Business Wire)

Almost three-fourths (71%) of executives believe their industries could do a better job optimizing revenue activities. Competitive markets, digital disruption, new and ever-changing regulatory proposals – combined with ongoing pandemic-driven uncertainty – are key contributors to the current life sciences challenges. Some 68% of life sciences firms reported an increase in revenue management moments in 2020 – yet a surprising 96% rely on traditional spreadsheets for some revenue execution tasks.

According to Melonie Warfel, vice president and general manager of Life Sciences for Model N, the survey findings reflect both the acute need for revenue management and the industry’s readiness to embrace technology-enabled solutions. “Our customers are constantly balancing changes to existing regulations, preparing for new requirements, and simultaneously maintaining ambitious research and development efforts,” she said. “More companies are leveraging AI-powered platforms like Model N’s revenue cloud to ensure regulatory compliance and manage revenues, which helps to support innovation. Having the technology to respond quickly to unrelenting pricing pressure in a changing environment is absolutely essential.”

Responding to Revenue Execution Challenges

Against this backdrop of billions in potential lost revenue, the life sciences industry is increasingly prioritizing business-critical revenue management challenges, and many firms are seeking new solutions. More than 90% of executives say revenue management needs to modernize in the digital era, and almost all companies (96%) report adopting new business models, changing processes (98%), and seeking out innovative technologies for revenue management (99%).

The continued impact of COVID-19 was also noted in the areas of revenue and daily business operations. More than half (54%) of life sciences companies say that steps taken during the fast-track testing and production of COVID-19 vaccines will have a long-term impact on revenue management processes. In addition, according to those surveyed, telecommuting also poses issues, as some 61% said remote work made revenue management more difficult.

The Role of Technology

Today’s leaders are leveraging revenue management strategies and tools that integrate both an understanding of the industry and most current technologies, including AI and the cloud.

Some 92% of those surveyed agree that cloud solutions should come from a vendor with deep expertise in a sector’s unique business complexity and challenges, a notable majority consistent with larger industry trends around enterprise-wide digital transformation and digitization initiatives. According to Model N’s research:

  • 99% of companies are looking for innovative revenue management technologies, especially those that incorporate AI and machine learning (ML), at 74%
  • 91% agree that the ideal revenue management solution would be cloud-based
  • More than half (54%) have already augmented their processes with the adoption of additional cloud software

Ongoing Regulatory Challenges Impact Pricing

Pharmaceutical companies, medical device manufacturers and biotech firms operate in a complex regulatory landscape that precipitates numerous pricing challenges, and 98% of executives think that regulatory compliance results in revenue loss. In addition, 59% of life sciences companies have been forced to accept lower prices to avoid the risk of regulatory errors. Some 91% are concerned that regulations will have a greater impact in 2021, while 57% say they are “very concerned” about the impact of additional compliance regulations, a dramatic increase from 33% in 2020.

Additionally, more than half of life sciences firms report they face volatile pricing and market demands, as well as customer demands for greater price transparency, and that they must more effectively manage global pricing and rebates, incentives and chargebacks. Around half of the respondents (51%) said that managing global pricing is a challenge, and 35% report that pricing conflicts became worse in the past year, up from 19% in 2020. More than half (57%) said their company has adopted value-based contracting in the past two years.

More About the Survey

Fielded by Dimensional Research in January-February 2021, the online survey polled a total of 300 qualified individuals in the U.S. with direct responsibility for revenue management in an executive role. The primary research goal of the survey was to capture hard data to understand trends with revenue management among key industries. A variety of questions were asked on a range of topics, including current approach to revenue management, opportunities to improve, and the role of technology. Certain questions were repeated from a similar 2020 survey to enable trend analysis. To view the complete results, see

About Model N

Model N enables life sciences and high tech companies to drive growth and market share, minimizing revenue leakage throughout the revenue lifecycle. With deep industry expertise and solutions purpose-built for these industries, Model N delivers comprehensive visibility, insight and control over the complexities of commercial operations and compliance. Our integrated cloud solution is proven to automate pricing, incentive and contract decisions to scale business profitably and grow revenue. Model N is trusted across more than 120 countries by the world’s leading pharmaceutical, medical technology, semiconductor, and high tech companies, including Johnson & Johnson, AstraZeneca, Stryker, Seagate Technology, Broadcom and Microchip Technology. For more information, visit

Media Contact:
Denyse Dabrowski
Bospar Public Relations

Investor Relations Contact:
Gwyn Lauber
Model N, Inc.

Source: Model N, Inc.

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