Union.Ai

Union.ai is an AI development platform that accelerates the transition from experimentation to production. It orchestrates, trains, and serves AI, enabling self-healing workflows and scalable solutions.

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At a glance

Pricing

Freemium · Enterprise · Usage-based

Free tier

API

Yes

Skill level

Technical

About

What is Union.ai?

Union.ai is an AI development platform designed to help organizations move from AI experimentation to production faster. It provides a unified infrastructure for orchestrating, training, and serving AI, machine learning, and agentic systems. Powered by Flyte, an open-source standard for pipeline orchestration, Union.ai enables users to build self-healing workflows with automatic failure recovery, caching, and versioning. The platform supports dynamic AI orchestration, real-time inference, and infra-awareness, allowing for high-velocity workflows. It emphasizes enterprise compliance, data lineage, and observability, ensuring secure and scalable AI operations. Union.ai allows development in pure Python and offers flexible deployment options, including running in users' own cloud environments.

Best used for

Ideal for developers and data scientists who need to accelerate AI pilot-to-production, manage compute resources efficiently, and build scalable, self-healing workflows. Especially valuable for organizations in biotech, geospatial, and autonomous systems requiring robust orchestration and enterprise-grade compliance.

Common actions

orchestrate AI workflows

train machine learning models

deploy AI in production

manage AI infrastructure

scale AI operations

Capabilities

Key features

Self-healing workflows
Dynamic AI orchestration
Real-time inference
Enterprise compliance
Python-based development
Multi-cloud deployment
Data lineage observability

Target Audience

developerdata scientist

Integrations

Not yet documented

Pricing & Plans

Freemium · Enterprise · Usage-based

Not publicly disclosed. Check union.ai for current pricing.

FAQs

What is an 'action' in Union.ai's pricing model?

An action represents an individual execution of a task within a workflow. If a task runs multiple times, such as inside a loop, each invocation counts as a separate action. This allows for granular billing based on actual task executions.

Is Union.ai a SaaS service, or does it run in my own cloud?

Union.ai is not a traditional SaaS. You deploy the Union operator into your own Kubernetes cluster, which then communicates with the Union control plane. Your workflow executions, code, data, logs, and secrets remain securely within your VPC/cloud, inaccessible to Union.ai.

How does the monthly credit work for the Team plan?

For the Team plan, your monthly fee of $950 is issued back to you as usage credits. This means your monthly plan cost becomes your minimum monthly spend, and you can use that amount in usage at no additional charge. Any usage beyond this credit is billed separately.

Can Union.ai be deployed in a self-hosted or air-gapped environment?

Yes, a self-hosted control plane is available as a deployment option for Union Enterprise plans. This supports on-premise, hybrid, and air-gapped configurations, providing maximum control over your infrastructure and data. Contact their engineers for more details.

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