Data Integrity by Design

Data Integrity by Design

From MESA Knows Smart Manufacturing by MESA Knows Smart Manufacturing

July 1, 2025 · 50 min · Season 3 · Episode 4

About this episode

This episode explores the importance of data integrity by design in smart manufacturing, particularly in the life sciences sector.

In this episode, we dive into the critical role of data integrity by design in enabling the future of smart manufacturing in the life sciences industry. As Pharma 4.0 initiatives gain traction, leading organizations are shifting from reactive compliance to proactive data governance strategies that embed quality, traceability, and trust directly into their digital systems. Our expert guests will explore how companies are operationalizing ALCOA+ principles—ensuring data is Attributable, Legible, Contemporaneous, Original, Accurate, and more—and aligning with the FAIR principles (Findable, Accessible, Interoperable, Reusable) to future-proof their digital infrastructure. We'll discuss real-world strategiesfor building data integrity into system design, enabling seamless regulatory readiness and supporting the ethical, effective deployment of AI in regulated environments. Whether you're a digital transformation leader, a quality professional, or an AI innovator in life sciences, this episode will offer insights into how your organization can design for trust—right from the start.

Topics covered

  • data integrity
  • smart manufacturing
  • life sciences
  • data governance
  • AI deployment
  • regulatory readiness

Keywords

  • data integrity
  • smart manufacturing
  • Pharma 4.0
  • ALCOA+
  • FAIR principles
  • data governance
  • AI
  • regulatory compliance

Mentioned in this episode

Organizations: Pharma 4.0, ALCOA+, FAIR, life sciences

More episodes of MESA Knows Smart Manufacturing

Explore listener stats, chart rankings, contacts and more on the MESA Knows Smart Manufacturing podcast page.