Solutions

Everything between raw data and a trained model

Label it, evaluate it, prove where it came from, or collect, generate, and prepare it — all on the MLtwist platform, run by your team, ours, or both.

Label & evaluate

Turn it into data you can train on and trust

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Data labeling services

Expert annotators, program management, and forward-deployed support.

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LLM training data

SFT, RLHF ranking, and expert prompt-response data.

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Model evaluation & validation

Test sets and human review that show if a model is ready.

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Data provenance & compliance

A Data ID Card for every dataset you train on.

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Source & prepare

Get the right data, ready to use

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Data collection

Real-world video, image, audio, and text, captured to spec.

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A lidar point cloud of a city intersection at night, seen from a self-driving car's roof: road, crosswalk, parked cars, a cyclist, and pedestrians traced in points

Synthetic data generation

Describe the scene. We bring it to life.

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Data preparation & curation

Clean, deduplicate, convert, and pre-label raw data.

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AI workloads & pipelines

Run models and custom code on your data, at scale.

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By industry

The same solutions, tuned to defense, autonomy, public sector, research, and more.

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Get 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.

How you buy Get started

Also available through Carahsoft and Google Cloud Marketplace.