Flyte is a production-grade workflow orchestrator designed specifically for ML and AI systems. It coordinates data, models, and compute resources across distributed environments, enabling reliable execution of complex ML pipelines. The platform supports Python-based workflow definitions with features for fine-tuning models, running LLM inference, and orchestrating multi-step AI pipelines at scale on Kubernetes.