Until now, engineering teams embarking on a <a href="https://numurus.com/whitepapers/accelerating-smart-system-development/">smart system development</a> had no choice but to design GPU hardware solutions, customize operating systems, and build low-level middleware for your smart projects in-house because there wasn’t a commercial solution available.