Duality Query vs Lorica Private Pursuit Platform: 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..

Lorica Private Pursuit Platform: Encrypted compute platform for AI inference and SQL search on private data. built by Lorica. Core capabilities include Encrypted AI inference on ONNX models, Batch processing for AI inference, Encrypted SQL query execution..

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. Lorica Private Pursuit Platform differentiates with Encrypted AI inference on ONNX models, Batch processing for AI inference, Encrypted SQL query execution.

Duality Query is developed by Duality Technologies. Lorica Private Pursuit Platform is developed by Lorica. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Duality Query and Lorica Private Pursuit Platform serve similar Confidential Computing use cases: both are Confidential Computing tools, both cover Quantum Safe. Review the feature comparison above to determine which fits your requirements.