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Deterministic

Data Masking

Classify,
Locate & Mask
Pil consistently across sources

Proven, Self-Hosted, Affordable

Mask Data
Your Way

Data breach mitigation, privacy law compliance and test data generation for structured, semi-structured, and unstructured sources on-premise or in the cloud.

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Protect sensitive data and meet global compliance standards with award-winning data masking tools

IRI data masking software continues to empower business in every sector and size with proven solutions that classify, mask, risk-score and audit sensitive information (PII, PHI, PI, CUI, etc.) on-premise and in the cloud. Licensed standalone or in the Voracity data management platform, IRI Data Protector Suite tools ensure the security, compliance, and usability of structured, semi-structured, and unstructured data.

Proven Technology Pioneer
First on the market with Gartner-advised tools for field-level masking in flat files and RDBs, IRI tools now also protect most semi- and unstructured data sources sitting or streaming on-premise or in the cloud.

Comprehensive Compliance Coverage
Meet and demonstrate compliance with data privacy regulations such as:
US: HIPAA, CCPA, PCI DSS, SOC2, FERPA, FIPA, VCDPA
Global: GDPR, LGPD, PIPEDA, POPI, PDPA, KVKK, DPA, DPDP

Protecting Data Security and Referential Integrity
Mask sensitive data during IRI ETL, replication, testing, subsetting, and reporting jobs with custom data masking and synthesis features that preserve referential integrity and support advanced business logic.

Built-In Data Classification, Re-ID Risk Scoring and Auditing
Define, group (by sensitivity levels or privacy laws), and align your data classes with search matchers and deterministic masking functions for structured, semi-structured, and unstructured data … across the enterprise to preserve consistent results, and referential integrity after the masking. Score the risk of individual re-identification through peer-reviewed algorithms that determine which key and quasi-identifiers are masked properly. Share the report and use it to add anonymization functions to find the optimal balance between the data’s security and utility. Produce automatic PII discovery and masking logs, dashboards, and audit trails for insight and compliance.

Versatile Deployment
Use IRI’s GUI, CLI, and API modes in your on-premise systems, cloud platforms, CI/CD pipelines, and applications to support data discovery and masking in the widest possible range of use cases.

IRI FieldShield – Discover, Risk-Score, Mask, and Audit PII in Structured Sources
FieldShield is your go-to solution for securing sensitive data in RDBs, flat files, CDRs, and Excel.

  • Classify, de-identify, risk-score, and audit PII with ease
  • Use masking methods like encryption, hashing, and pseudonymization while preserving referential integrity
  • Built-in compatibility with ETL, replication, subsetting, and analytic workflows.

IRI DarkShield – Discover, Mask, and Audit PII in Structured, Semi-Structured and Unstructured Sources
Handle diverse data formats, including text, JSON/XML, HL7/X12/FHIR, PDFs, MS Office, Parquet, RDB and NoSQL DBs, image files, DICOM studies, audio, signatures, etc.

  • Locate PII across your systems using advanced search techniques, including ML NER.
  • Mask sensitive data with the same data classes and masking rules (functions) as FieldShield
  • Generate detailed reports and dashboards for compliance audits.

IRI CellShield – Discover, Mask, and Audit PII in Excel Spreadsheets
Designed for spreadsheet security, CellShield locates and protects PII in Excel files.

  • Simplified masking with point-and-click functionality
  • Protects columns and values in sheets across the LAN or in Office 365
  • Available in personal and enterprise editions for scalable data security.

Start Securing Your Data Today

Many of our use cases share requirements, but none are identical. Complete the form above to discuss your unique data classification and masking needs with an IRI expert. Whether you’re interested in tools, services, or guidance, we’ll help you!

Use Cases

  • Payment Card Security (PCI DSS): Encrypt and tokenize payment card details in databases, files and images to protect Primary Account Number (PAN) and other PII
  • Healthcare Data Protection (HIPAA): Risk-score and de-identify Protected Health Information (PHI) in databases, PDF, text and MS Office files, HL7/X12/FHIR EDI files, DICOM imaging studies, and more comply with both Safe Harbour and Expert Determination Method security rules
  • Student (and Teacher) Data Privacy: Find and mask PII in education and employment records subject to FERPA regulations
  • Global Data Privacy Compliance: Anonymize customer and employee PII – and respond to DSAR requests to erase, deliver, and modify that PII, to comply with GDPR, CCPA, PIPEDA, and other data privacy laws.
  • Mask or synthesize structurally and referentially correct test datasets for relational databases using IRI FieldShield or RowGen
  • Automate and integrate data masking and synthesis into popular CI/CD pipelines and cloning tools to streamline and virtualize test data for DevOps
  • Generate stress-testing datasets to benchmark new systems
  • Simultaneously transform and report on generated data to simulate and test application logic.

Anonymize sensitive customer and HR data in CRM and ERP systems. Mask free-text data in logs, reports, and databases to prevent unauthorized access to PII you can’t readily find. Secure files shared with external vendors or offshore developers by blurring or encrypting critical information.

Mask PII in unstructured formats such as text, PDFs, images, Parquet and audio files. Secure sensitive data in legal documents, financial reports, EDI files, and NoSQL databases with DarkShield, too.

De-identify customer information in transactional datasets to enable secure data analysis. Protect personally identifiable data in financial documents and banking operations.

Sample IRI Data Masking Users

Available Professional Services

Data Masking as a Service (DMaaS)

Let IRI experts handle your data masking needs

  • Pay only for the data you need to protect
  • Receive audit-ready logs and targets that verify compliance
  • No additional training or tools needed—IRI does it all
Test Data as a Service (TDaaS)
  • Create realistic, anonymized test data for databases, applications, and analytics
  • Generate test data in relational DBs, structured files, and custom report formats
  • Leverage RowGen for referentially correct, pre-sorted test data that builds and loads fast!

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