Training data for frontier model labs

Data that makes models genuinely better.

Replivate sources, curates and delivers AI training data from unique and niche sources — the long-tail signal your models can't get anywhere else.

About Replivate

Built by people who've spent decades in AI.

Replivate was founded by experts in the AI space with decades of combined experience building data platforms, machine learning systems and the pipelines that feed them.

We know the bottleneck for the next generation of models isn't compute — it's data that's rare, high-signal and responsibly sourced. So that's what we focus on.

We work with unique and niche sources that rarely make it into public datasets, turning them into clean, structured, model-ready training data for the labs pushing the frontier.

Decades
of combined AI & data experience
Niche
sources beyond the public web
Curated
cleaned, deduplicated, structured
Lab-ready
delivered in the formats you train on
What we deliver

The long tail, made trainable.

From sourcing through delivery, we handle the hard parts so your team can focus on training.

Unique sourcing

We find and secure access to specialized, hard-to-reach data sources that aren't already in everyone else's training mix.

Curation & quality

Cleaning, deduplication, filtering and structuring — so every token you train on earns its place.

Responsible delivery

Clear provenance and documentation, delivered securely in the formats and cadence your lab needs.

De-identification

Personal and sensitive information is detected and removed or masked, so the data stays useful for training while protecting the people behind it.

Contact

Let's talk data.

Tell us what your models need. We'll get back to you shortly.

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