Shakti Cloud has an advanced orchestration layer and a self-service portal, integrating NVIDIA’s AI Enterprise software along with various open-source software and libraries. This gives customers a complete ML-ops environment, enabling work across model training frameworks, data curation, annotation, and generation. It also allows users to leverage hundreds of pre-trained models to create their own fine-tuned versions.