Off Script: A Pharma Manufacturing Podcast

While artificial intelligence is expected to transform biopharmaceutical manufacturing, many manufacturers still face challenges in adopting these technologies at scale. Fragmented data, disconnected manufacturing systems and differences in how information is shared across organizations are creating barriers to AI adoption, raising questions about what manufacturers need to prioritize before investing in more advanced tools.

In thi...

The pipeline of biologic products entering the market is becoming increasingly complex, and biomanufacturers are incorporating newer technologies and manufacturing strategies into their processes to meet unique production needs. CDMOs, for example, are developing advanced platforms to improve their adaptability and flexibility as the biologics market continues to grow and evolve.

In this episode of Off Script, we spoke with Randal ...

The Trump administration’s plan to impose 100% tariffs on imported generic drugs by August 2028 is spurring conversations about whether manufacturers can realistically reshore production before that deadline. But bringing production back to the U.S. will require more than tariffs alone, as manufacturers consider challenges around cost, capacity, workforce and infrastructure. 

In this episode of Off Script, we spoke with ...

Researchers have developed a new sensor-enabled bioreactor that uses machine learning technology for improved enzyme production. This advanced technology—created by researchers at Iowa State University and Novonesis, with funding by BioMADE—pairs continuous monitoring with AI-guided control to give manufacturers a faster, more precise way to manage enzyme production.

In this episode of Off Script, we connected with Mike...

Sterile ophthalmic manufacturing is facing growing demand as more preservative-free therapies move through development, while manufacturers also contend with increasingly stringent expectations around contamination control, inspection, and quality. Blow-fill-seal (BFS) technology offers a closed, highly automated approach that can reduce contamination risks while producing billions of unit doses at scale.

In this episode of Off Scr...

Radiopharmaceuticals are a rapidly growing area of oncology, fueled by advances in targeted therapies and expanding product pipelines. But bringing these therapies from development to commercialization presents unique manufacturing challenges, from isotope supply and specialized GMP facilities to the “just-in-time” distribution models required by the short half-lives of these radioactive medicines.

In this episode of Of...

The demands on pharmaceutical manufacturing quality teams are growing as they manage larger volumes of data driven by increasingly complex therapies and evolving regulatory expectations. In response, artificial intelligence is emerging as a powerful tool to help quality professionals synthesize information more efficiently, improve consistency across investigations, and support more informed decision-making.

In this episode of Off ...

Single-use technologies have reshaped biopharma manufacturing facility design, capacity strategy, and flexibility over the past decade. The industry has expanded with a growing range of targeted therapies and emerging modalities, which has led to manufacturers adopting single-use systems to meet demand. The shift has enabled more flexible facilities, faster product changeovers, and manufacturing strategies better suited to scaling ...

Biopharmaceutical manufacturing processes are becoming more complex, prompting manufacturers to evaluate filtration based on its impact across the entire process rather than as a standalone unit operation. Filtration decisions can influence everything from system footprint and flow performance to integration complexity, product recovery, and overall operational efficiency. Growing emphasis on sustainability and yield is also leadin...

A unique team of specialists in data generation and artificial intelligence are co-developing an AI genomic model capable of predicting genomic edits that improve commercial-scale protein production. This collaboration between Triplebar and UC Berkeley—with funding from the U.S. Department of Defense and the National Science Foundation through a BioMADE grant—aims to accelerate strain optimization for more resilient, co...

The FDA recently announced the participants in its PreCheck pilot program, an initiative designed to encourage earlier collaboration between regulators and companies developing new domestic pharmaceutical manufacturing facilities. By shifting facility readiness discussions earlier in the development process, the program aims to improve regulatory predictability, reduce manufacturing risk, and accelerate commercial launches, an appr...

As pharmaceutical manufacturers work to reduce energy consumption and meet sustainability targets, attention is expanding beyond core production processes to the utility systems that support manufacturing. Steam systems, which play a critical role in sterilization, heating, and HVAC operations, can account for a significant share of a facility's energy consumption. Yet things like manual inspection practices and undetected steam tr...

The advancement of pharmaceutical manufacturing depends heavily on the research taking place in areas such as continuous manufacturing, automation, machine learning, and AI. The maturation of these technologies will foster improved process optimization, accelerate the development of medicines, and make manufacturing more efficient and reliable.

This is the second part of our conversation with Thomas Roper, PhD, co-director of pharm...

The framework of modern pharmaceutical manufacturing is evolving as new technologies, advanced therapeutic modalities, and more sophisticated process control reshape how medicines are developed. While biologics, peptides, and other emerging therapies continue to expand the industry's capabilities, advances in engineering, automation, and continuous manufacturing are also transforming small molecule manufacturing. These shifts are r...

Biopharmaceutical manufacturers are facing mounting pressure to scale production faster while maintaining quality and operational reliability due to the ever-expanding pipeline of therapies. Meanwhile, onshoring initiatives, increasingly complex facilities, workforce challenges, and rising demand for biologics are exposing limitations in traditional manufacturing approaches. As a result, organizations are rethinking how digital tec...

Amid ongoing geopolitical uncertainty, regional manufacturing initiatives, and evolving supply chain risks reshaping the pharmaceutical industry, manufacturers are rethinking how biologics are produced and delivered around the world. Rather than relying on centralized production models, many organizations are expanding regional manufacturing footprints and developing more integrated production networks designed to improve resilienc...

As biopharma pipelines become more complex and market conditions continue to evolve, manufacturers are rethinking how they scale capacity, deploy capital, and build supply chains. The industry’s focus is increasingly shifting toward developing the flexibility, resilience, and specialized capabilities needed to support rapidly evolving therapeutic modalities. At the same time, regionalization efforts, supply chain pressures, a...

Interest in macrocyclic peptides (MCPs) continues to grow, which means manufacturers are facing mounting pressure to develop production methods capable of supporting commercial-scale demand of these molecules. While they offer a unique combination of potency, selectivity, and drug-like properties, the structural complexity of MCPs has historically made them difficult and costly to manufacture using traditional peptide synthesis tec...

As peptide therapeutics become larger, more complex, and increasingly purity-sensitive, manufacturers are confronting a new layer of execution challenges. Long-chain peptides introduce compounding scale-up inefficiencies, increasingly fragile purification requirements, and impurity profiles that become more difficult to characterize and control at commercial scale. At the same time, growing dependence on specialized amino acids, ti...