Resources
Learn how training data gets made
Videos, webinars, guides, and articles from the team that labels and prepares it every day.
The AI Minute Shorts
Short videos on the data behind AI: synthetic driving, low-resource languages, brand safety, and more.
Explore
Events & webinars
Where to meet us, and the Sandia National Laboratories webinar on AI data complexity.
Explore
Downloads
The Ultimate Guide to AI Data Pipelines, our whitepaper with Google, and the 2024 trends report.
ExploreNewsroom
The latest from MLtwist
News, events, insights, and case studies in one list.
Industry insights
Articles on AI data work
How do I know my AI training data was labeled by real people?
How can you verify that your AI training data was labeled by humans instead of AI? Explore five ways to check annotation authenticity, provenance, and quality.
ReadWhat is data provenance for AI training data?
Data provenance meaning, explained for AI training data: where each file came from, what changed it, which model prelabeled it, and who labeled and reviewed it.
ReadWhat replaces Mechanical Turk and SageMaker Ground Truth?
Amazon Mechanical Turk has closed, Ground Truth Plus is gone, and SageMaker Ground Truth and Augmented AI are closed to new customers. Here is what it means for your data and how to move it.
ReadGet your data ready for AI
Tell us what data you have and where it lives. We'll set it up on the platform, run by your team, ours, or both — and deliver it versioned, in your format.
Also available through Carahsoft and Google Cloud Marketplace.