brighter Redact Edge vs Duality Query: Side-by-Side Comparison (2026)

brighter Redact Edge: On-device, real-time anonymization of faces and license plates at the edge. built by brighter AI. Core capabilities include Real-time anonymization of faces and license plates at the data collection point, DNAT (Deep Natural Anonymization Technology) for realistic face replacement, Precision Blur for face and license plate obfuscation..

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.

brighter Redact Edge differentiates with Real-time anonymization of faces and license plates at the data collection point, DNAT (Deep Natural Anonymization Technology) for realistic face replacement, Precision Blur for face and license plate obfuscation. 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.

brighter Redact Edge is developed by brighter AI. 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.

brighter Redact Edge and Duality Query serve similar Data Masking use cases: both are Data Masking tools. Review the feature comparison above to determine which fits your requirements.