Features, pricing, ratings, and pros & cons — compared head-to-head.
Duality Query is a commercial data masking tool by Duality Technologies. Lorica Private Pursuit™ Platform is a commercial data masking tool by Lorica. Compare features, ratings, integrations, and community reviews side by side to find the best data masking fit for your security stack.
Based on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
Enterprise and mid-market teams sitting on siloed datasets across jurisdictions or business units should evaluate Duality Query if your constraint is "data cannot leave its current location." Fully homomorphic encryption lets you query encrypted data in place without movement or replication, which solves a real compliance problem that traditional data warehousing cannot. The tradeoff is computational overhead; FHE queries run slower than plaintext equivalents, so this is for teams prioritizing privacy over query latency, not for analytics workloads demanding subsecond response times.
Lorica Private Pursuit™ Platform
Enterprise and mid-market security teams processing sensitive data through AI workflows need Lorica Private Pursuit™ Platform because it's the only practical way to run inference and SQL queries on encrypted data without decryption in transit or at rest. The platform's FHE implementation supports ONNX models and batch processing across hybrid cloud and on-premise environments, with optional quantum-secure encryption and FIPS mode for regulated industries. This is not the tool for teams still debating whether to adopt AI analytics; Lorica assumes you're already building those pipelines and need the encryption layer that your current data platforms don't provide.
Privacy-preserving query platform using FHE to query encrypted, siloed datasets.
FHE-based platform for encrypted AI inference and SQL queries on sensitive data.
Access NIST CSF 2.0 data from thousands of security products via MCP to assess your stack coverage.
Access via MCPNo reviews yet
No reviews yet
Explore more tools in this category or create a security stack with your selections.
Common questions about comparing Duality Query vs Lorica Private Pursuit™ Platform for your data masking needs.
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: FHE-based platform for encrypted AI inference and SQL queries on sensitive data. built by Lorica. Core capabilities include Encrypted AI inference using Fully Homomorphic Encryption (FHE), Support for ONNX model inference, Batch processing for AI inferences..
Both serve the Data Masking 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 using Fully Homomorphic Encryption (FHE), Support for ONNX model inference, Batch processing for AI inferences.
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 Data Masking use cases: both are Data Masking tools, both cover Encryption, Quantum Safe. Review the feature comparison above to determine which fits your requirements.
Get strategic cybersecurity insights in your inbox