White Paper
AI in cGMP Manufacturing

This white paper was developed by Project Farma experts dedicated to helping pharmaceutical and biotechnology manufacturers enhance operational performance within regulated environments. Joe O’Brien and Jim Rice bring extensive experience across manufacturing, automation, and quality systems, along with a deep understanding of the governance frameworks, data integrity requirements, and lifecycle controls essential for introducing new technologies into cGMP operations.

The insights presented in this paper outline key operational and regulatory considerations that organizations should evaluate when planning for the responsible adoption of artificial intelligence in manufacturing.

What Our Experts Share

  • Where AI is beginning to show potential value in pharmaceutical manufacturing operations.
  • Common operational challenges that create opportunities for improved data visibility and decision support.
  • Regulatory and governance considerations teams should plan for before introducing AI capabilities.
  • Data quality and context-of-use expectations that influence system reliability and performance.
  • Risk-based approaches for introducing AI in a controlled, compliant manner.

 

AI in cGMP Manufacturing - Cover

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Featuring Insights From

Joe OBrien Headshot

Joe O'Brien
VP, Digital Transformation & Automation

Joe O'Brien is Vice President of Digital Transformation and Automation at Project Farma, where he leads digital, automation, and engineering initiatives supporting complex manufacturing environments across the life sciences, partnering with clients to modernize manufacturing operations, improve delivery quality, and reduce capital spend through scalable digital and automation strategies.

With over 25 years of experience across digital systems, automation, and engineering leadership within the biotechnology, gene therapy, and pharmaceutical industries, Jim has supported single-use, multiproduct biotech facilities, gene therapy manufacturing sites, filling lines, and large-scale brownfield developments, with a focus on integrating automation and digital capabilities across the full project lifecycle. He holds a Master’s degree in Engineering Management and a Bachelor’s degree in Electrical and Electronic Engineering from University College Dublin.

Jim Rice

Jim Rice
VP, Client Engagement

Jim Rice is Vice President of Client Engagement at Project Farma, bringing more than 30 years of leadership in engineering, facilities, and capital program management across the pharmaceutical, biotechnology, and advanced therapy sectors.

Jim holds an MBA from Northeastern University, a B.S. in Mechanical Engineering from Worcester Polytechnic Institute, and additional degrees in Business Administration and Civil Engineering.

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