DataRobot has launched an enterprise AI governance platform that extends beyond cloud environments to on-premises, edge, air-gapped and sovereign systems. The solution addresses fragmentation in AI governance, where platform and cloud vendors typically only govern within their own boundaries. The platform operates across three layers: AI and agentic governance with real-time moderation for bias and compliance, IT governance with granular permissions and end-to-end lineage tracking, and infrastructure governance for cost optimisation across deployment environments. It aligns with the NIST AI Risk Management Framework and EU AI Act. Co-engineered with NVIDIA and validated across Dell and Nebius infrastructure, the DataRobot Agent Workforce Platform enables consistent policy enforcement and compliance documentation regardless of where AI agents operate or who built them.

DataRobot and Nebius partner to bring enterprise AI agents to production at scale on NVIDIA AI infrastructure. March 18, 2026 - BOSTON - DataRobot and Nebius today announced a strategic partnership that pairs the DataRobot Agent Workforce Platform, co-engineered with NVIDIA, with purpose-built AI cloud infrastructure for the modern enterprise. This solution delivers a fully optimized and validated AI factory, combining Nebius's dedicated NVIDIA-GPU based infrastructure with the DataRobot platform to build, deploy, monitor, and govern agents seamlessly - enabling enterprises to take agents to production within days versus months while bypassing the operational complexity of traditional hyperscalers. The partnership addresses a real operational gap. Running AI agents requires sustained inference performance, runtime governance, and infrastructure that behaves predictably as demand grows. Due to performance and cost variability, enterprises are increasingly evaluating infrastructure designed specifically for AI rather than retrofitted general-purpose clouds. Together, DataRobot and Nebius are addressing this structural shift by delivering a validated, AI-optimized stack that pairs the DataRobot Agent Workforce Platform with Nebius's purpose-built AI cloud and NVIDIA's GPUs and open software unlocking scalable, high-performance agentic AI beyond conventional cloud constraints. "When agents run continuously, performance variability and unpredictable costs create operational risk. By partnering with DataRobot and building on NVIDIA's AI foundation, we're providing a validated deployment environment on Nebius AI Cloud that delivers consistent latency, predictable pricing, and the performance required for sustained agent workloads," said Laurelle Roseman, VP of Global Partnerships, Nebius. The initiative allows DataRobot to deploy NVIDIA GPU-backed inference workloads - such as custom models and agent execution services - directly on Nebius managed Kubernetes, integrating agent intelligence and governance with high-performance NVIDIA infrastructure purpose-built for AI. "As we expand our use of AI, access to scalable infrastructure and the ability to operationalize models efficiently are critical. DataRobot and Nebius are helping simplify how we deploy and manage AI solutions in production, which is an important step as we continue building more AI-driven capabilities across the business," said Vijay Raghavendra, GEICO's Chief Product and Technology Officer. By eliminating noisy-neighbor overhead found in legacy clouds, this joint solution offers bare-metal-like performance with the low latency and predictable throughput required for always-on agents. Powered by the NVIDIA Hopper and NVIDIA Blackwell-generation data-center GPUs and secured by NVIDIA NeMo Guardrails, the platform provides a clear path to have AI to operate as a dependable, production-grade system within the enterprise. This co-designed stack delivers enterprise-grade capabilities without the lock-in, cost volatility, or architectural limits and premium costs of traditional providers - allowing organizations to scale their agent workforce with absolute confidence. "Agentic AI is only valuable if it works every time, not just in demos. This collaboration addresses the industry's biggest blind spot: operationalizing agents safely and predictable costs at scale. Together with Nebius and NVIDIA, we're delivering a validated AI factory that enterprises can trust in production - not tied to a single cloud, and not compromised by infrastructure uncertainty," said Debanjan Saha, CEO of DataRobot. "Enterprises are rapidly evolving from isolated AI projects to always-on agentic systems that can be trusted in production. By combining the DataRobot Agent Workforce Platform with Nebius' dedicated AI cloud and NVIDIA AI infrastructure, organizations can deploy a validated AI factory that delivers low-latency performance, predictable costs, and the governance required to safely scale an agent workforce across the business," said John Fanelli, vice president, AI Software, NVIDIA. About DataRobot DataRobot empowers AI teams to deliver the agentic workforce of the future. Its platform enables organizations to create and scale AI agents that integrate directly with business processes - driving efficiency, transforming operations, and delivering real results. With built-in governance and safeguards, DataRobot help enterprises deploy AI securely and confidently. For more information, visit its website and connect with DataRobot on LinkedIn. About Nebius Nebius, the AI cloud company, is building the full-stack platform for developers and companies to take charge of their AI future - from data and model training to production deployment. Founded on deep in-house technological expertise and operating at scale with a rapidly expanding global footprint, Nebius serves startups and enterprises building AI products, agents, and services worldwide. Nebius is listed on Nasdaq (NASDAQ: NBIS) and headquartered in Amsterdam. For more information. please visit www.nebius.com.