Union.ai on Nebius: Orchestrating the Future of AI Workloads in the Cloud
As AI workloads grow in complexity and scale, the challenge has become getting them into production, reliably and efficiently. The traditional stack was built for ETL, not AI. Static DAGs and disconnected tools can’t support today’s AI systems that require dynamic, compute-aware development infrastructure. That’s why we’re excited to announce Union.ai’s collaboration with Nebius. As two platforms purpose-built for the AI-native era, together, we’re delivering unified, production-grade AI development infrastructure to power the next generation of intelligent, scalable workloads.
This partnership combines Union.ai’s industry-leading AI orchestration platform, from the creators of Flyte, with Nebius’s high-performance cloud infrastructure, purpose-built for AI and compute-intensive workloads.
Why Union.ai + Nebius?
Today, more than 80% of AI projects never make it past the prototype stage. We call this phenomenon pilot purgatory. The root cause is almost always a combination of 4 problems: operational complexity, out of control costs, unreliability, and compliance obstacles.
Union.ai helps teams move from experiment to production by working with Nebius to combine AI-optimized infrastructure with intelligent orchestration.
- Nebius AI Cloud delivers the raw performance: enterprise-grade compute, managed Kubernetes, S3-compatible storage, and secure IAM.
- Union.ai’s AI development platform provides the operational layer: dynamic orchestration and scaling of compute resources, fault-tolerance and reproducibility, and workflow intelligence across training and inference.
- Together, the two form a unified stack where developers can build faster, scale smarter, and manage costs and compliance without compromise.
Nebius provides the horsepower, Union.ai provides powerful AI workflows.
Union.ai + Nebius: The Stack Preferred by AI Builders
Whether you're training models, deploying agents, or managing hybrid research pipelines, Union.ai on Nebius is designed for:
- ML Engineers building scalable, versioned pipelines
- Data Scientists who want to focus on modeling, not infrastructure
- Platform Teams managing hybrid or multi-cloud environments
- Enterprises with strict compliance, security, and performance needs
What You Get with Union.ai on Nebius
By combining Nebius’s high-performance infrastructure with Union’s orchestration intelligence, customers unlock:
- 20x faster development cycles with reusable, modular workflows
- GPU-optimized orchestration for training, inference, and agentic workloads
- Enterprise-grade security with outbound-only agents and IAM integration
- Built-in observability and reproducibility with caching, automatic retries, and data lineage
- Cloud-native efficiency, deployed directly on Nebius Managed Kubernetes
This is a development stack built for modern AI, ready to scale with your needs.
Union.ai is Trusted by Leading AI Teams
Union.ai orchestrates billions in compute annually across enterprises like Toyota, Lockheed Martin, and Spotify. Customers have reported 96% reduction in iteration time, 25x experimentation velocity, and millions in savings.
With Union.ai available on Nebius, we’re bringing that same level of orchestration power to teams building the next generation of intelligent applications, especially those with hybrid, GPU-heavy, or compliance-sensitive workloads.
Getting Started with Union.ai + Nebius
Getting started with Union.ai on Nebius is simple and production-ready:
- Provision a Kubernetes cluster with Nebius managed Kubernetes
- Deploy Union.ai using Helm and our step-by-step deployment guide
- Connect your team via CLI or SDK
- Run your first workflow from model training to inference
Ready to Orchestrate the Future?
- Contact Union.ai to chat with an engineer about your setup
- Learn more about Nebius AI Cloud
Union.ai on Nebius: The unified platform for scalable, secure, and intelligent AI systems.
Ship faster. Scale smarter. Orchestrate everything.
About Nebius
Nebius AI Cloud has been built from the ground up for intensive AI workloads. With proprietary software and hardware designed in-house, Nebius AI Cloud gives AI builders the compute, storage, managed services, and tools they need to build, tune, and run their models.
About Union.ai
Enterprise AI stalls because traditional development infrastructure is not built to handle the complexity of today’s AI systems. Union.ai fixes that. It’s a single platform for AI development with: infra-aware orchestration, model training, inference, and compliance. This lets organizations build and scale AI with less infrastructure wrangling, lower costs, and frictionless handoffs. Escape pilot purgatory. Ship AI faster.
