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Discovery Engine

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From raw data to ranked, reproducible insights in hours.

Discovery Engine systematically finds complex patterns in data at unprecedented speed and scale, allowing you to fully explore the space of possible discoveries in any dataset. It returns statistically supported insights you can act on – in hours, not months.

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How it works

Giving scientists superhuman insight.

Machine learning models – especially deep neural networks – find meaningful patterns in data that humans miss.

And with our proprietary interpretability algorithms, we are able to extract those patterns, contextualise them and render them human parseable.

This gives Discovery Engine a unique ability to use deep learning’s superhuman pattern recognition to systematically extract valuable insight from your data.

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Robust, testable insights

With empirical validation built-in.

+ Every claim is evaluated against held‑out data.

+ Validation subsets are delivered with the findings, so you can rerun the stats.

+ We only use language models to contextualise findings with respect to existing literature, never for discovery itself – no hallucinated insights here.

+ It’s already made many novel discoveries, validated by domain experts.

Read our Case Studies
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