Skip to content
MarketScale
‹ Back to IndustriesHealthcare

High Costs, Low Margins, and Regulatory Hurdles Hinder Pharma’s Adoption of Advanced Manufacturing Technologies

Pharmaceutical manufacturers face financial and regulatory barriers that outweigh the benefits of modernizing their production processes

This story was produced through MarketScale. See how Healthcare teams put it to work with Executive Thought Leadership.

By Mike Tracy · Advanced Manufacturing TechnologiesDrug ProductionDrug ShortageMike Tracy
Share

Key takeaways

01

Pharmaceutical manufacturers face financial and regulatory barriers that outweigh the benefits of modernizing their production processes

The ongoing drug shortage crisis in the U.S. underscores a critical need for innovation in pharmaceutical manufacturing. As manufacturing issues, outdated technologies, and geopolitical risks contribute to shortages that impact patient care and elevate healthcare costs, the introduction of Advanced Manufacturing Technologies (AMTs) offers a beacon of hope. AMT technologies promise to enhance quality control and reduce production downtime, yet their adoption in generic drug production remains low despite obvious benefits.

Why is the pharmaceutical industry slow to adopt technologies that could revolutionize drug availability and cost?

Mike Tracy, a C-Level Healthcare Operations Strategist, dives into the complexities of integrating Advanced Manufacturing Technologies in drug production. Mike points out that while AMTs can drastically reduce bottlenecks in drug production, the significant initial investment and stringent regulatory landscape pose substantial hurdles.

“Every AMT has a high startup cost and generic drugs have very razor-thin margins to begin with. We’re not talking about a new drug that’s not already out in the market where you’re going to have a high margin and it makes sense to invest millions,” Tracy explains.

Every AMT has a high startup cost and generic drugs have very razor-thin margins to begin with.
— Mike Tracy, C-Level Healthcare Operations Strategist

About the author

Mike Tracy
Mike TracyChief Operating Officer at enGen

With a fulfilling history within the healthcare industry, Mike establish thoughtful, metric-based direction for new and improved initiatives, processes, and programs to refresh employee engagement, satisfy customers, and revamp operational efficiencies. By employing effective cost analysis, he identify avenues for appropriate cost reductions without jeopardizing staffing and operation needs. For example, Mike accomplished a 20% reduction in SG&A cost for technology by engineering a standard operating model, automation development, and revising processes in my current position. Alongside expert cost analysis, he ensure all implementations align with company goals and missions while assessing community needs.

Healthcare: are you visible to AI?

Before they reach out, Healthcare buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

You just read one Healthcare expert. Imagine publishing your whole team.

This article was produced through MarketScale. Create a free workspace and turn your own team's Healthcare expertise into the articles, video, and social content B2B marketing buyers in your industry are searching for. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Healthcare Insights

Tempus AI's $1.7B Personalis deal leads a surge in health-tech M&A that is already reshaping vendor choices for health system operators

Tempus AI's $1.7B Personalis deal leads a surge in health-tech M&A that is already reshaping vendor choices for health system operators

Digital health mergers and acquisitions (M&A) along with venture capital (VC) activities are rapidly increasing. Tempus AI's $1.7 billion acquisition of Personalis is part of a larger trend that is influencing health system operators’ selection of vendors. With $7.4 billion in funding during the first half of 2026, the health-tech industry is undergoing significant transformation.

  • 01Tempus AI acquired Personalis for $1.7 billion.
  • 02Health-tech received $7.4 billion in funding in the first half of 2026.
  • 03M&A activities are influencing vendor choices for health system operators.

Jul 30, 2026

Digital health AI investment hits $7.4B in H1 2026 as CMS, hospitals, and startups all accelerate adoption

Digital health AI investment hits $7.4B in H1 2026 as CMS, hospitals, and startups all accelerate adoption

In the first half of 2026, digital health AI investments reached $7.4 billion as organizations like CMS, hospitals, and startups increased their adoption of AI. Significant moves include the establishment of a new CMS technology office and a $1.7 billion acquisition in cancer technology. These developments mark an enterprise-level commitment to advancing AI in healthcare.

  • 01Digital health AI investments reached $7.4 billion in H1 2026.
  • 02The CMS established a new technology office to advance healthcare AI.
  • 03A major acquisition in cancer technology totaled $1.7 billion.

Jul 30, 2026

Sensor networks and AI push structural health monitoring toward a $8.6 billion market by 2035

Sensor networks and AI push structural health monitoring toward a $8.6 billion market by 2035

The global structural health monitoring (SHM) market is projected to surpass $8.6 billion by 2035. This growth is fueled by the integration of AI analytics, wireless sensor technologies, and the necessity to address aging infrastructure. The expansion reflects a widespread adoption of these technologies in various sectors.

  • 01The SHM market is expected to exceed $8.6 billion by 2035.
  • 02Advancements in AI-powered analytics and wireless sensors are key drivers of market growth.
  • 03Aging infrastructure is creating a demand for enhanced structural health monitoring solutions.

Jul 24, 2026

Explore More Healthcare Insights

Read more expert perspectives from across Healthcare.

Browse Healthcare Hub

About the Expert

Mike Tracy
Mike Tracy

Chief Operating Officer at enGen

With a fulfilling history within the healthcare industry, Mike establish thoughtful, metric-based direction for new and improved initiatives, processes, and programs to refresh employee engagement, satisfy customers, and revamp operational efficiencies. By employing effective cost analysis, he identify avenues for appropriate cost reductions without jeopardizing staffing and operation needs. For example, Mike accomplished a 20% reduction in SG&A cost for technology by engineering a standard operating model, automation development, and revising processes in my current position. Alongside expert cost analysis, he ensure all implementations align with company goals and missions while assessing community needs.

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Healthcare and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512