Duality Query vs Enclaive Managed Databases w/ Data-in-Use Encryption: Side-by-Side Comparison (2026)

Duality Query: Privacy-preserving query platform using FHE to query encrypted, siloed datasets. built by Duality Technologies. Core capabilities include Quantum-secure confidential queries over encrypted structured and unstructured datasets, Zero Footprint querying — data never moves or is replicated, Fully Homomorphic Encryption (FHE) powered computation on encrypted data..

Enclaive Managed Databases w/ Data-in-Use Encryption: Managed DB hosting with encryption at rest, in transit, and in use. built by enclaive. Core capabilities include 3D Encryption: data encrypted at rest, in transit, and in use simultaneously, Hardware-accelerated encryption to maintain performance during active data processing, Data concealment from infrastructure/service provider at all times..

Both serve the Confidential Computing market but differ in approach, feature depth, and target audience.

Duality Query differentiates with Quantum-secure confidential queries over encrypted structured and unstructured datasets, Zero Footprint querying — data never moves or is replicated, Fully Homomorphic Encryption (FHE) powered computation on encrypted data. Enclaive Managed Databases w/ Data-in-Use Encryption differentiates with 3D Encryption: data encrypted at rest, in transit, and in use simultaneously, Hardware-accelerated encryption to maintain performance during active data processing, Data concealment from infrastructure/service provider at all times.

Duality Query is developed by Duality Technologies. Enclaive Managed Databases w/ Data-in-Use Encryption is developed by enclaive. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Duality Query and Enclaive Managed Databases w/ Data-in-Use Encryption serve similar Confidential Computing use cases: both are Confidential Computing tools, both cover Encryption. Review the feature comparison above to determine which fits your requirements.