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Union.ai

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AI development and orchestration platform for durable workflows, training, inference, and agents that runs in your own cloud infrastructure.

Веб-сайт:https://www.union.ai/
Добавлено:13 июл. 2026 г.
Посетители в месяц:
30.7K
Социальные сети и электронная почта:
AI orchestrationML workflowsAgentic AIModel trainingReal-time inferenceDurable workflows
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Union.ai
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Информация об инструменте

Что такое Union.ai?

Union.ai is a unified AI development layer and runtime that orchestrates durable AI/ML workflows and agents, accelerates training and fine-tuning, enables real-time inference, and provides observability—all while keeping data inside the user's own cloud security perimeter.

Основные функции

  • Durable workflow orchestration

    Build durable AI workflows that recover from failure automatically, with monitoring, debugging, and logs streamed to the UI.

  • Dynamic workflows and agent runtime

    Author workflows in pure Python with custom branching, looping, automatic retries, and dynamic decision-making at runtime for AI/ML and agentic workflows.

  • Training and fine-tuning at scale

    Scale model training effortlessly across clusters with automatic caching and reproducibility.

  • Real-time inference

    Perform real-time inference with ultra-low latency on the same platform used for training and orchestration.

  • Observability

    Gain visibility across the development cycle with cost and usage allocation dashboards plus easily discoverable logs and failures.

  • Sub-100ms task startup via container reuse

    Reuse warm-start containers for similar tasks to achieve less than 100 ms task startup time.

  • Remote debug button

    Debug remote tasks line-by-line on the actual infrastructure where the tasks run.

  • Zero Trust security architecture

    Data never leaves the user's security perimeter; workflow inputs, outputs, logs, and code bundles are served directly from inside the user's own cloud.

  • High performance and low latency

    Scale to 50k+ actions per run, achieve under 100 ms task startup, and provision jobs dynamically.

  • Develop anywhere, run anywhere

    Build workflows locally then run them remotely and securely in the user's own cloud(s).

Варианты использования

  • #1

    Data processing

    Orchestrate large-scale data processing pipelines as part of the unified AI development cycle.

  • #2

    Training and fine-tuning

    Scale model training and fine-tuning across clusters with caching, reproducibility, and on-demand resources.

  • #3

    Inference

    Run real-time inference with ultra-low latency on the same platform used for training and orchestration.

  • #4

    Agentic AI

    Build and run agentic AI workflows with dynamic branching, looping, retries, and true runtime agency.

  • #5

    Autonomous systems

    Scale autonomous driving and related AI workloads.

  • #6

    Biotech and life sciences

    Accelerate drug discovery, protein design, diagnostics, and personalized therapy pipelines while reducing compute costs.

  • #7

    Geospatial AI

    Scale geospatial AI workloads from zero to large GPU clusters.

Лучше всего для:AI buildersMachine learning engineersData and ML operations teamsTeams building agentic AI systemsOrganizations in biotech and life sciencesOrganizations in geospatial and autonomous systems

Тарифные планы

A free local sandbox (devbox) is offered to explore the platform. A Pricing page and Support tiers page are linked, but specific plan details, free tiers, or paid pricing are not clearly published by the official source.

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Часто задаваемые вопросы

What is Union.ai?
Union.ai is an AI development and orchestration platform for durable workflows, training, inference, and agents that runs in the user's own cloud infrastructure.
Does Union.ai keep data inside my own cloud?
Yes. It uses a Zero Trust security architecture so data never leaves the user's security perimeter; workflow inputs, outputs, logs, and code bundles are served directly from inside the user's own cloud.
What kinds of workloads can I run on Union.ai?
You can orchestrate data processing pipelines, scale model training and fine-tuning, run real-time inference, and build agentic AI workflows with dynamic branching, looping, and retries.
How does Union.ai help with performance?
It reuses warm-start containers for sub-100 ms task startup, scales to 50k+ actions per run, and supports dynamic job provisioning with low latency.
Is there a free way to try Union.ai?
Yes. A free local sandbox (devbox) is offered to explore the platform. Specific paid plan details are not clearly published by the official source.
Which tools and platforms does Union.ai integrate with?
It supports Spark, Ray, Dask, PyTorch, any cloud, any model, unstructured data, and hundreds of additional verified integrations, with no lock-in.

Union.ai Контакты и социальные сети

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Модель оплатыUnknown
КатегорияЧат-боты и LLM
Теги
AI orchestrationML workflowsAgentic AIModel trainingReal-time inferenceDurable workflows
Языканглийский
Последнее обновление16 июл. 2026 г.
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