Grab has modernized its machine learning model serving platform, Catwalk, by adopting NVIDIA Triton Inference Server to enhance performance and reduce costs. The transition involved creating a "Triton manager" for seamless integration and backward compatibility, resulting in significant improvements in latency and infrastructure spending for deployed models.