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ML Operations

Union.ai

AI runtime and orchestration platform built on open source Flyte

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About Union.ai

Union.ai provides an AI runtime for orchestrating training, agents and inference, built on the open source Flyte workflow engine. The platform runs in the customer's cloud and manages versioned artifacts, lineage, scheduling and an inference gateway.

Common use cases

  • Multi-node model training
  • Agent orchestration
  • Sovereign AI deployments
  • Cluster scheduling

Products and services

AI Factory

Versioned artifacts, lineage, triggers, multi-node training and evals.

Production Agents

Durable, replayable agent execution.

Inference Gateway

Governs API providers and self-hosted models through one gateway.

Advanced Scheduling

Priority, quota and routing across clusters.

Key features

  • Workflow orchestration
  • Artifact lineage
  • Durable execution
  • GPU scheduling
  • Inference gateway
  • Runs in customer cloud

Integrations

  • Kubernetes
  • AWS
  • Google Cloud
  • Microsoft Azure
  • Snowflake

Union.ai alternatives

FAQs

What is it built on?

The open source Flyte project.

Where does it run?

In the customer's own cloud, with a self-service AWS Marketplace option.

Does data leave my environment?

The control plane holds references rather than data payloads, per the vendor.

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