Anonomatic PII Vault vs Duality Query: Side-by-Side Comparison (2026)

Anonomatic PII Vault: PII de-identification vault with patented PolyAnonymization technology. built by Anonomatic. Core capabilities include PolyAnonymization for de-identified data usage, PII separation and removal, Full database encryption..

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..

Both serve the Data Masking market but differ in approach, feature depth, and target audience.

Anonomatic PII Vault differentiates with PolyAnonymization for de-identified data usage, PII separation and removal, Full database encryption. 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.

Anonomatic PII Vault is developed by Anonomatic. Duality Query is developed by Duality Technologies. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Anonomatic PII Vault and Duality Query serve similar Data Masking use cases: both are Data Masking tools, both cover Encryption. Review the feature comparison above to determine which fits your requirements.