# Intelligent Edge Series, Ep. 1 - Inside the 5%: Where AI is Actually Delivering Value in Logistics

March 17, 2026  
2:00 pm EST

Recent research suggests that as many as 95% of enterprise AI initiatives fail to deliver meaningful business value—not because the technology doesn’t work, but because it never moves beyond experimentation, lacks the right data foundation, or isn’t tied to real operational decisions. So what separates the other 5%? In this inaugural Intelligent Edge session, industry leaders explore where AI is actually delivering value in logistics today—and why those use cases succeed while so many others stall.

- Why most AI initiatives fail to move from pilot to production
- The common traits of AI use cases that deliver measurable logistics outcomes
- How real-world leaders are using AI to improve decision-making and expose inefficiencies
- What it truly takes to be in the 5%—and how to evaluate AI initiatives with clarity and confidence

### Featuring Insights By:

**Bart De Muynck**, Industry Expert - [LinkedIn](https://www.linkedin.com/in/bartdemuynck/)

**Guru Rao**, Founder & CEO - [LinkedIn](https://www.linkedin.com/in/guru-rao/)

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**Hannah Testani**, CEO - [LinkedIn](https://www.linkedin.com/in/hannah-testani-4bb77715/)

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