The Double-Edged Sword of AI in Pharmaceutical Engineering: Safeguarding Institutional Knowledge in the Age of Automation
Artificial intelligence is transforming pharmaceutical engineering at every level of manufacturing. From advanced process control and predictive maintenance to deviation detection and real-time release testing, AI-driven systems are accelerating decision-making and operational efficiency. However, as technology assumes a more active role in process evaluation and execution, the question arises: what happens to the deep institutional […]
Integrated C&Q: The Case for Embedding Commissioning and Qualification in Project Delivery Models from Day One
If your organization treats Commissioning and Qualification (C&Q) as something that happens after construction is complete, you’re not alone. But you’re also leaving significant value on the table, and exposing your projects to avoidable risks by not embedding C&Q into your project from day. Commissioning and Qualification (C&Q) represents one of the most critical, and often mismanaged, phases of pharmaceutical manufacturing facility projects. For pharmaceutical manufacturers seeking FDA approval, […]