Artificial Intelligence (AI) applied to industrial processes is complicated to develop. To demonstrate tangible value of AI is even more challenging. The Digital Twin, a virtual, dynamic reflection of physical objects or processes, is one concept that appears to support AI value generation. This panel discusses both the powerful and high impact way to create value as well as the challenges of the development and application of Digital Twins.