Duality Query is a commercial confidential computing solution by Duality Technologies. Modelyo Confidential AI is a commercial confidential computing solution by Modelyo. Features, integrations, deployment and the company behind each one, side by side.
Privacy-preserving query platform using FHE to query encrypted, siloed datasets.
Confidential computing platform for running AI on encrypted, geo-bound, attested data
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Common questions when comparing Duality Query vs Modelyo Confidential AI for confidential computing.
Duality Query: Privacy-preserving query platform using FHE to query encrypted, siloed datasets. Built by Duality Technologies.
Modelyo Confidential AI: Confidential computing platform for running AI on encrypted, geo-bound, attested data. Built by Modelyo.
The table above shows where their features, integrations, deployment and company size fit differ.
Duality Query is made by Duality Technologies. Modelyo Confidential AI is made by Modelyo. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Often, yes. Duality Query and Modelyo Confidential AI are both Confidential Computing products, and both cover Encryption. Use the table above to see where features, deployment and company size fit differ.
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Updated 2026-11-02
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