Life Sciences Must Build A Business Case For Health Outcomes

Over 20% of all U.S. prescriptions are never filled. For high-cost therapies, this problem intensifies: 60% of prescriptions costing $500 or more out-of-pocket are abandoned, according to Healthcare I

PS
Priya Sen

June 4, 2026 · 3 min read

AI technology in a life sciences setting visualizing improved patient adherence and health outcomes, highlighting the business case for better prescription fulfillment.

Over 20% of all U.S. prescriptions are never filled. For high-cost therapies, this problem intensifies: 60% of prescriptions costing $500 or more out-of-pocket are abandoned, according to Healthcare IT News. This widespread non-adherence drains substantial revenue from life sciences companies and creates a significant barrier to patient care.

Life sciences executives express high optimism for future growth and profitability, with 75% anticipating revenue and margin increases, as reported by Deloitte. However, this outlook appears disconnected from the significant portion of prescribed therapies that never reach patients, undermining both health outcomes and potential revenue.

Companies that strategically invest in AI to improve patient adherence will not only secure their projected revenue growth but also establish a new standard for value in healthcare. Without aggressive AI deployment to combat prescription abandonment, executives' optimism for future growth is dangerously misplaced.

The Business Imperative for Patient Adherence

Life sciences executives project future financial growth, with 57% predicting margin expansions. This optimism drives significant investment in digital transformation, with nearly 60% of executives closely monitoring AI and planning increased generative AI investments across the value chain, according to Deloitte. This focus on AI shows a clear strategic shift: executives recognize that digital transformation, especially in improving patient pathways, is crucial for realizing future profitability.

Improving patient adherence is no longer merely a clinical concern; it is a core business strategy directly impacting revenue and margin expansion. Addressing the gap between prescribed and filled medications offers a direct opportunity to convert unrealized revenue into actual sales, supporting anticipated growth and strengthening the business case for health outcomes in life sciences by 2026.

AI: Bridging the Adherence Gap

Artificial intelligence offers a concrete solution to prescription abandonment. AI-enabled algorithms accurately estimate a patient's risk of abandonment immediately upon enrollment, according to Healthcare IT News. This capability enables targeted interventions, moving beyond generalized patient support programs.

AI-powered insights make patient services more efficient and cost-effective. They identify specific factors increasing abandonment risk, allowing companies to allocate resources effectively to patients most likely to benefit. Proactive outreach, using analytics, flags high-risk patients and helps them navigate insurance hurdles, directly addressing common adherence barriers. This transforms patient service programs, ensuring therapies reach patients more reliably and efficiently, converting potential revenue into actual gains.

Strategic Advantage Through Adherence

Companies that fail to integrate AI into patient adherence programs forfeit a substantial portion of their projected revenue. The 20%+ prescription abandonment rate, reported by Healthcare IT News, means billions in potential sales remain unrealized, directly undermining optimistic growth forecasts.

The most immediate and quantifiable ROI for AI lies not just in drug discovery, but in its proven ability to predict and prevent patient abandonment. This directly translates to increased filled prescriptions and revenue, offering a tangible business case for health outcomes in life sciences by 2026. Prioritizing AI for patient services provides a measurable competitive edge by converting lost prescriptions into realized sales, directly impacting anticipated growth and margin expansion.

Life sciences firms that strategically deploy AI for patient adherence will likely redefine industry leadership, demonstrating a clear path to both enhanced profitability and improved patient outcomes.