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Lorica Private Pursuit™ Platform is a commercial data masking tool by Lorica. Duality Query is a commercial data masking tool by Duality Technologies. Compare features, ratings, integrations, and community reviews side by side to find the best data masking fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
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.
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.
FHE-based platform for encrypted AI inference and SQL queries on sensitive data.
Privacy-preserving query platform using FHE to query encrypted, siloed datasets.
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Common questions about comparing Lorica Private Pursuit™ Platform vs Duality Query for your data masking needs.
Lorica Private Pursuit™ Platform: FHE-based platform for encrypted AI inference and SQL queries on sensitive data. built by Lorica. headquartered in Canada. Core capabilities include Encrypted AI inference using Fully Homomorphic Encryption (FHE), Support for ONNX model inference, Batch processing for AI inferences..
Duality Query: Privacy-preserving query platform using FHE to query encrypted, siloed datasets. built by Duality Technologies. headquartered in United States. 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..
Both serve the Data Masking market but differ in approach, feature depth, and target audience.
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