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Nvidia is a leading developer of graphics processing units. Traditionally, GPUs were used to enhance the experience on computing platforms, most notably in gaming applications on PCs. GPU use cases have since emerged as important semiconductors used in artificial intelligence. Nvidia not only offers AI GPUs, but also a software platform, Cuda, used for AI model development and training. Nvidia is also expanding its data center networking solutions, helping to tie GPUs together to handle complex workloads.

Ansys is an engineering software company that provides simulation capabilities for structural, fluids, semiconductor power, embedded software, optical, and electromagnetic properties. Ansys employs over 4,000 people and serves over 50,000 customers globally, including those in aerospace defense and automotive.

Synopsys is a provider of electronic design automation software, intellectual property, and software integrity products. EDA software automates the chip design process, enhancing design accuracy, productivity, and complexity in a full-flow end-to-end solution. The firm’s growing SI business allows customers to continuously manage and test the code base for security and quality. Synopsys’ comprehensive portfolio is benefiting from a mutual convergence of semiconductor companies moving up-stack toward systems-like companies, and systems companies moving down-stack toward in-house chip design. The resulting expansion in EDA customers alongside secular digitalization of various end markets benefits EDA vendors like Synopsys.

The Descartes Systems Group provides a software solution that allows users in the shipping industry to communicate with one another. The core product is the Global Logistics Network, which is best understood as transaction driven. Descartes charges clients to send/receive messages, data, and documents on the GLN (the transactions). Customers typically contract for a monthly minimum over a multiyear period. The GLN platform allows for Descartes to upsell additional software modules as well, typically provided via a software-as-a-service model.