AI is here to stay and in use across multiple sectors to solve tough problems at a large scale. As business creates and relies on an increasing number of AI models, the age-old problem of efficiently using hardware can now be tackled by using techniques like MIG (Multi-Instance GPU). We will look at how to leverage NVIDIA's Ampere architecture and use in on-prem, cloud, and Edge scenarios.