Data Culture Podcast

Profitable AI: How to ensure ROI from AI – with Tobias Zwingmann, RAPYD.AI

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“Always start from the end. Forget AI technology for a short while and just imagine how the end result would look like and how you would measure it. Then work backwards from there.”

The AI hype is over – now it’s time to deliver measurable value. In this episode, Carsten talks with Tobias Zwingmann, AI expert and author of “The Profitable AI Advantage,” about transforming AI experiments into profitable business solutions.

Tobias shares his proven frameworks for prioritizing use cases, setting realistic ROI thresholds, and building AI systems that actually work. We also learn about the four archetypes of AI solutions, giving you a practical framework for your own implementation strategy.

Enjoy this episode!

Tobias Zwingmann on LinkedIn.
Carsten Bange on LinkedIn.
BARC on LinkedIn.
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