This 40-minute live conversation cuts through the noise, offering clear guidance on how to start and scale AI-driven transformation:

• Where to begin with AI in regulated environments;
• What must be in place, what gets in the way, and how to clear it;
• How data quality shapes value and outcomes.

We’ll be answering audience questions live. Jump in, share yours, and be part of the discussion. No registration. Here's what you'll take aways from this session:‍

• A structured starting point: Learn how to begin AI automation in complex ecosystems like pharma and healthcare - where compliance, legacy infrastructure, and culture demand a multi-layered approach.
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• Pitfalls & prerequisites: Discover what must be in place for success - and what to avoid. From underestimating compliance risks and misaligning tech with real processes to overpromising ROI, we’ll unpack lessons learned the hard way.
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• The Data - Value interlock: Understand how data quality, structure, and accessibility directly shape your ability to realize value through automation and AI.

Pharma, healthcare, food & beverages professionals looking for best practices on multi-layered transformation.