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Sarus is a commercial data masking tool by Sarus. eperi sEcure is a commercial data masking tool by eperi. 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, integrations, company size fit, here is our conclusion:
Data teams that need to run analytics and machine learning on sensitive data without building separate sanitized datasets should evaluate Sarus. It enforces privacy policies directly on queries in real time and rewrites them automatically, which means analysts get usable results without exposing raw PII; the approach addresses both PR.AA access control and PR.DS data security in a single layer. Skip this if you're looking for a traditional data masking tool that handles structured PII in data warehouses; Sarus is built for hybrid query environments across SQL, pandas, and scikit-learn, which makes it heavier to deploy but far more flexible for modern analytics workflows.
SMB and mid-market teams handling sensitive data across Microsoft 365 or Salesforce will find real value in eperi sEcure because it encrypts at the client before data ever touches the cloud, keeping encryption keys fully in your control rather than your vendor's. The GDPR, DORA, and NIS-2 compliance mappings are built in, and function-preserving encryption means your teams keep using these apps normally after deployment. Skip this if you need post-deployment searchability across encrypted data at scale, or if you're running heavy workloads across dozens of SaaS platforms beyond the tight Microsoft/Salesforce integration set.
Privacy layer enabling data analytics & AI without exposing raw data.
Client-side encryption for cloud/web apps with customer-held key mgmt.
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Common questions about comparing Sarus vs eperi sEcure for your data masking needs.
Sarus: Privacy layer enabling data analytics & AI without exposing raw data. built by Sarus. headquartered in France. Core capabilities include Privacy policy enforcement on queries in real time, Automatic query rewriting with privacy guarantees, Synthetic data generation..
eperi sEcure: Client-side encryption for cloud/web apps with customer-held key mgmt. built by eperi. headquartered in Germany. Core capabilities include Client-side encryption before data reaches the cloud provider, Customer-controlled encryption keys and key management, Function-preserving encryption (apps remain fully usable after encryption)..
Both serve the Data Masking market but differ in approach, feature depth, and target audience.
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