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Life sciences organizations are navigating a perfect storm: surging global patient demand, compressed drug development lifecycles and relentless margin compression in a highly price-sensitive market....

Speed to patient is a primary driver behind the industry’s shift toward modern commissioning and qualification (C&Q) practices while still ensuring product quality and patient...

How does your engineering organization determine its instrument calibration test points, tolerance limits and cycle frequencies? For decades, industrial maintenance has relied on an arbitrary...

When people think about advancing the life sciences industry, they often picture groundbreaking therapies, cutting-edge manufacturing technologies, or state-of-the-art facilities. But none of those innovations...

Bringing a new life sciences facility online is no longer just a construction milestone — it is a knowledge milestone.  Most project delays do not come...

Written by Joe Robinson, Client Manager My History with CAI  I started my career with CAI in 2005 after a successful 20-year Military career. After...

New partnership positions CAI to accelerate its global expansion, technology investment and enhanced service offerings INDIANAPOLIS, July 1, 2026 – CAI, a professional services firm...

After startup, facilities drift into uncertainty as processes evolve and equipment ages. Digital twins restore visibility, reduce operational expenditure, and strengthen readiness by modeling, monitoring,...

In response to a landmark FDA warning, this analysis explores how regulators are shifting from automation to accountable stewardship, redefining governance expectations for AI across...