The fastest path to a production-ready AI system

Union.ai integrates delightfully with your stack—stop hacking, start scaling. Orchestrate complex workflows, serve models, and cut development costs.

Most AI fails in production

Yours won’t

Bridge the data-ML gap

Bridge the data-ML gap

Create consistency across teams by unifying data, automating workflows, and tracking data lineage.

Observe and optimize costs

Observe and optimize costs

Union.ai eliminates runaway compute costs with real-time cost observability, warm containers, and scale-to-zero.

Integrate with tools you love

Integrate with tools you love

Union.ai integrates with the clouds, models, and frameworks you rely on. No lock-in, all flexibility.

Speed and design that make devs happy

Speed and design that make devs happy

From auto-scaling to smart caching, from running locally to debugging, Union.ai is built for AI/ML engineers.

Lock down your data

Lock down your data

With Union.ai, your data never has to leave your own cloud, making security, governance, & compliance easy.

Wayve Accelerates Autonomous Driving Innovation with Flyte’s Scalable Orchestration

Wayve Accelerates Autonomous Driving Innovation with Flyte’s Scalable Orchestration

Wayve is a leading end-to-end Embodied AI developer for assisted and autonomous driving.
Cradle accelerates ML development for its protein design models by using Flyte™

Cradle accelerates ML development for its protein design models by using Flyte™

Cradle is a leader in the relatively nascent but quickly growing field of synthetic biology.
How Porch used Union.ai to migrate off Airflow & consolidate its data & ML operations

How Porch used Union.ai to migrate off Airflow & consolidate its data & ML operations

Porch is a new kind of insurance company on a mission to partner with home service companies to delight homeowners from moving to improving and everything in between.

Join us at our next event

Upcoming
Fine-tune & Serve LLMs with LoRA & QLoRA for Production - LLMOps Workshop
July 30, 12:00–1:30pm PDT

Fine-tune & Serve LLMs with LoRA & QLoRA for Production - LLMOps Workshop

Training complex AI models at scale requires orchestrating multiple steps into a reproducible workflow and understanding how to optimize resource utilization for efficient fine-tuning.
Upcoming
Build Object Detection Pipelines & Computer Vision Applications - Workshop
July 24, 12:00–1:00pm PDT

Build Object Detection Pipelines & Computer Vision Applications - Workshop

This workshop will equip you with the skills to effectively build your computer vision and ML pipelines using Python, PyTorch and Flyte/Union.
Upcoming
Fine-tune & Serve LLMs with LoRA & QLoRA for Production - LLMOps Workshop
June 11, 12:00–1:30pm PDT

Fine-tune & Serve LLMs with LoRA & QLoRA for Production - LLMOps Workshop

Training complex AI models at scale requires orchestrating multiple steps into a reproducible workflow and understanding how to optimize resource utilization for efficient fine-tuning.
Brian O’Donovan

“Union.ai’s learning curve’s not terribly steep, but the yield curve is incredible. Once people get the underlying concept, it's incredibly easy and rewarding.”

Brian O’Donovan
Sr Director of Bioinformatics & Computational Biology at Delve Bio

Read more about Union.ai

Who Said RAG in Production Had to Be Hard? Not with Union.ai and W&B Weave
Samhita Alla
Samhita Alla
June 5, 2025

Who Said RAG in Production Had to Be Hard? Not with Union.ai and W&B Weave

At Union.ai, our philosophy is simple: provide you with every tool needed to unlock maximum value from your AI infrastructure.
Serving on Your Terms: Full-Stack LLM and RAG Observability with Arize + Union.ai
Samhita Alla
Samhita Alla
May 27, 2025

Serving on Your Terms: Full-Stack LLM and RAG Observability with Arize + Union.ai

Bringing transparency and control to every stage of your model and app lifecycle.
Building Large-Scale Xarray Datasets for Geospatial Computing with Union.ai and Flyte
David Espejo
David Espejo
May 15, 2025

Building Large-Scale Xarray Datasets for Geospatial Computing with Union.ai and Flyte

As geospatial machine learning engineers, we often face a common challenge.
Breaking the AI Development Bottleneck

Breaking the AI Development Bottleneck

A guide for technical leaders. Get frameworks to evaluate AI tools and learn how leading teams are building the right foundations for AI development.