Delivering a validated AI Factory stack for agent workloads on Nebius AI Cloud with DataRobot

AI agents are being implemented in live business workflows where performance, governance, and cost efficiency are as crucial as model quality. At NVIDIA GTC 2026, Nebius and DataRobot, in collaboration with NVIDIA, introduced a validated AI Factory stack designed for production-level agent workloads. This stack, supported on Nebius AI Cloud, combines DataRobot’s Agent Workforce Platform with NVIDIA’s AI infrastructure to provide comprehensive lifecycle management, governance, and cost control for AI agents. Nebius AI Cloud offers the foundational infrastructure for agent workloads, while Nebius Token Factory facilitates serverless model access for token generation. Benchmarking on NVIDIA HGX B200 systems demonstrated high throughput and low latency, validating the stack's efficiency and cost-effectiveness. The stack ensures safe and reliable AI agent operations in production through integrated governance and policy enforcement mechanisms, with further details and demonstrations available at the NVIDIA GTC 2026 event.

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