Mark Talens

PaxSafe's Mark Talens on why pharma supply chain AI fails before it starts — and the data foundry framework that changes that.

Waiting for perfect data before deploying AI is a trap — and why 60-70% accuracy is often good enough to start.

Pharma's chain of custody model is migrating into food and consumer goods — and becoming a cross-industry differentiator.

Pharma logistics are overqualified by design — and how agentic AI can now optimize across thousands of lanes in days, not months.

Pharma AI adoption fails not because of the technology — but because organizations deploy tools before they're ready to use them.