Typical container platforms lack the high levels of reproducibility, portability, security, and integration with underlying resources and hardware required for the demanding workloads found in: Academic and Government Life Sciences Academic and Government Life Sciences Financial Services Data Analytics Financial services Data Analytics Oil and Gas Manufacturing Oil and Gas Manufacturing Regardless of your industry, Singularity containers provide the services you need to support today’s data-intensive workloads Enterprise performance computing—Providing a conduit for achieving secure, reproducible results for the computing needs of the enterprise. Artificial Intelligence, Machine learning/deep learning—Facilitating centralized and distributed training of models and mobility of these models out to the edge. High-performance computing—Support for existing HPC architectures, hardware, resources, workflows, applications, and use-cases. Singularity has had massive adoption within the academic and government compute world which is providing the foundation of cross-pollination of technologies into the enterprise. More on who is using Singularity Significant adoption of Singularity within the academic and government sectors has established the foundation for rapidly enabling compute-centric containerization within the enterprise. More on who is using Singularity.