Instantly OptimizeDebugYour Machine Learning Data

ML Data Intelligence for NLP Practitioners.

Better performing models, 10x faster.

Find data errors in minutes: mislabeled data, class overlaps, PII and more
Fix data errors: re-label, remove, edit, find similar data and more
Track your experiments, data and metrics

Get started in minutes with a live notebook ⚡

Find and fix your data errors while tracking your runs, all with a few lines of code in your notebook.

Try Galileo for
using
Live Notebook

No more grueling data debugging

Models are often opaque, providing little visibility into what data they perform poorly on and why. Galileo provides a host of tools for ML teams to inspect and find ML data errors 10x faster.

Production data is ever-changing. Help your models adapt.

Galileo sifts through your unlabeled data to automatically identify error patterns and data gaps in your model.

Track your data and model changes, all in one place

We get it -- ML experimentation is messy. It requires many data- and model-iterations. Track and compare your runs in one place and quickly share reports with your team.

Built for actionability

Galileo has native integrations for, basically, all your tools!

Labeling tools
Labelbox
Scale AI
Label Studio
Your internal tools
And more...
Cloud providers
GCP
AWS
Azure
And more...
Storage
Amazon S3
GCS
Snowflake
Databricks
And more...
ML Platforms
Azure ML
VertexAI
SageMaker
Databricks
And more...

Fixing your ML data is critical

Ask the experts

Gabor AngeliHead of conversational AI, Square

“The reality for my team is that we often get more performance from fixing data than we do from tuning models. Galileo provides a wonderfully useful toolset for quickly and painlessly cleaning our training data.”

Anthony GoldbloomCEO, Kaggle

"Today's ML teams are mostly fixing issues with the ML data. This consumes most of their time, is slow, manual, hard and lacks dedicated tooling. Galileo finally provides that tooling."

Archi MitraDirector of ML, Buzzfeed

“Galileo solves the most time consuming and error prone aspect of any iterative ML model development – finding the data blindspots before they blow up in production. Galileo provides immediate visibility and never before seen intelligent insights that flips a labor intensive duplicative process to a low effort methodical workflow for ML practitioners”

Will LuSenior Engineering Manager, Google AI

“Today, 80% of ML teams' time is spent on data. Most teams lack the right tooling for handling, debugging, and programming large scale datasets, especially for unstructured data. The tooling from Galileo are very promising for solving the problem for ML teams. You have to try it out for yourself!”

Eric ChenSenior Eng Manager, Uber AI (Co-creator of Michelangelo)

"Galileo's an insightful tool that helps understand how unstructured data contributes to the performance of a model. This helps ML engineers massively speed up their training iterations in their journey of improving model performance, in a guided and interactive way."

Pete WardenCo-creator of Tensorflow

"The best way to improve your ML model's accuracy is almost always to fix problems in your training data, but traditionally that's been a slow, manual, and frustrating process. With Galileo's tools you can find and fix dataset problems quickly and easily, and I highly recommend them to any ML professional."

Galileo is built with ML teams in mind

Seamless integration into your workflows

Seamless integration into your workflows

You add a few lines of code, we do the rest.

Designed for data privacy

Designed for data privacy

Privacy first. Your data never leaves your environment. Period.

Powered by cutting edge data-centric ML research

Powered by cutting edge data-centric ML research

Built with ❤️ by ML researchers, for the ML community.

Scalable and fast

Scalable and fast

Built for enterprise-scale and super-fast data inspection.

Learn what Galileo can do for you.

Galileo is purpose-built for ML teams to build better quality models, faster.