From AI Experiments to Business Impact: Use Cases, Operating Models, and ROI That Deliver

Many organizations are experimenting with AI, but only a few consistently turn these initiatives into measurable business value. This presentation explores applied AI use cases that improve efficiency, reduce costs, and create new opportunities for growth. It highlights real-world examples, best-practice organizational structures, and the capabilities required to move from isolated pilots to scalable implementation. Participants will also learn how to assess AI initiatives systematically, define meaningful success metrics, and evaluate efficiency gains and return on investment—helping decision-makers focus their resources on the AI use cases that deliver genuine impact.