
In Short
Model N's 2025 State of Revenue Report reveals a growing trend in life sciences and high-tech towards automation and AI, particularly GenAI, to optimize revenue operations. While many companies are shifting towards automated solutions, a significant number still struggle with integrating disparate systems. The report highlights the importance of unified revenue management platforms and the increasing adoption of GenAI for activities like deal analytics and forecasting, especially as companies navigate complex regulatory landscapes and supply chain challenges.
The Indian healthcare sector, much like its global counterparts, is on the cusp of a revenue revolution, driven by the increasing adoption of advanced technologies like generative AI (GenAI) and automation. This transformation is crucial in navigating a complex regulatory landscape, optimizing pricing strategies, and driving growth in an increasingly competitive market. Insights from Model N’s 2025 State of Revenue Report, while focused on global trends, offer valuable lessons and opportunities for Indian healthcare businesses.
Navigating the Regulatory Maze
Similar to the global scenario, the Indian healthcare sector faces a complex web of regulations, including pricing controls, transparency mandates, and evolving healthcare policies. Pharmaceutical companies in India are grappling with similar challenges, needing to adapt quickly to policy changes and ensure compliance. The report highlights the global focus on regulatory readiness, with 87% of pharmaceutical leaders adjusting launch plans in response to the US Inflation Reduction Act (IRA). While the IRA’s specific provisions may not directly apply to India, the underlying principle of navigating evolving pricing and reimbursement landscapes resonates strongly. Indian companies must proactively analyze and adapt to domestic regulatory changes, mirroring the global emphasis on proactive compliance.

The Power of AI and Automation
The report reveals a significant global trend of embracing AI and automation in revenue management. A striking 62% of pharmaceutical companies globally are either using or planning to use GenAI for revenue optimization. This trend is highly relevant for the Indian market. GenAI can be instrumental in areas like:

- Predictive Analytics: Forecasting demand, optimizing pricing, and identifying potential revenue leaks.
- Process Automation: Streamlining contract management, claims processing, and rebate calculations, leading to increased efficiency and reduced administrative costs.
- Personalized Engagement: Analyzing patient data to personalize treatment plans and improve patient outcomes.
Indian healthcare providers and pharmaceutical companies can leverage GenAI to improve operational efficiency, enhance decision-making, and gain a competitive edge.
Addressing the Integration Challenge
While the enthusiasm for automation is high, the report also reveals a challenge: nearly 60% of global industry leaders still rely on multiple, often disparate solutions. This lack of integration can hinder the full potential of automation. Indian healthcare organizations should prioritize investing in unified revenue management platforms that can seamlessly integrate various functions, from pricing and contracting to claims processing and reporting. This integrated approach allows for a holistic view of revenue operations, enabling data-driven decision-making and improved financial performance.
Channel Intelligence and Supply Chain Resilience
The report emphasizes the importance of channel intelligence, particularly for high-tech companies. This is equally relevant for the Indian pharmaceutical and medtech sectors. Understanding channel dynamics, tracking sales data, and managing distributor relationships are crucial for optimizing revenue and preventing issues like grey market sales. Furthermore, the global emphasis on supply chain resilience, driven by past disruptions, is a critical lesson for India. Indian healthcare companies should prioritize diversifying suppliers, investing in technology to improve supply chain visibility, and implementing robust risk management strategies.
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Looking Ahead
The Indian healthcare sector stands to gain significantly by embracing the trends highlighted in the State of Revenue Report. By prioritizing regulatory readiness, investing in AI and automation, integrating revenue management systems, and strengthening channel intelligence, Indian healthcare organizations can unlock new avenues for growth, improve operational efficiency, and enhance patient care. The time to act is now, to capitalize on the transformative power of technology and position themselves for success in the evolving healthcare landscape.
This news is based on Model N’s 2025 State of Revenue Report, commissioned by Model N and researched by Dimensional Research.
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