Data Masking as a Service


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Overview Auditing DPDPA CCPA DLP FERPA GDPR HIPAA PCI DSS DMaaS Static Dynamic Real-Time Test Data/TDM

Data may be the most important asset, and risk, that your company holds. It describes customers, products, transaction histories, and everything else that you run and plan in your business. This data can be in databases, files, spreadsheets, Hadoop, and cloud platforms. If you don't have the time or expertise to find and de-identify the personally identifiable information (PII) in those sources yourself, the sensitive data protection services we call IRI Data Masking as a Service (DMaaS) can help.



records lost or stolen

5 ½


Records lost every day



lost every Second

This since 2013, according to Breach Level Index. And, only 4% of these breaches were secure breaches where encrypted data was compromised or stolen.

IRI's Data Masking as a Service can help you beat these odds. Our team and technologies can find and protect sensitive data in most formats and silos ... on premise or in the cloud.

With IRI DMaaS splutions, you can minimize risk and cost because you only pay for the data you need protected. We can do all, or some, of the work to classify, find, and mask that data. And we'll provide your auditors with the logs and targets that verify your data was protected and now complies with privacy laws.

Relax knowing your data is secure. No specialized training or new staff is required. Just complete the form below and let's talk about how you'd like to protect your data at risk.

How IRI DMaaS Works

Step 1: We agree under NDA terms to classify, analyze, and report on the sensitive, at-risk data in these sources. We'll discuss an initial cost estimate then hone it with you during data discovery.

Step 2: Transfer the unprotected data to a secure on-premise or cloud-based staging area or provide remote, supervised access to IRI to the data sources(s) at issue. We'll use the tools in the award-winning IRI Data Protector suite to mask that data according to your business rules, on an ad hoc or recurring basis.

Step 3: Our experts can also move newly-masked data to incremental replicas in production or to lower non-production environments. From either, the data is now safe for analytic initiatives, development, testing, or training. Tell us if you need additional services, like re-ID risk scoring (expert determination) of the de-identified data.

This approach provides the benefits of proven data masking solution technology and services without the need to learn and customize new software from scratch. If you do want to use the software in-house, you will have everything pre-configured for easier long-term self-use and modification.

Please use the form below to initiate a DMaaS solution dialog with us. We would be happy to exchange information with, and provide customized service options for, your use case.

Risk Scoring Services

Uniqueness Estimates

Beyond Data Masking as a Service, IRI also offers Risk Scoring as a Service (RSaaS) and training for in-house risk scoring. Freely available is three-hour, five-part HIPAA Data SHM/EDM Compliance course covering:

  • PHI Discovery & De-Identification
  • Re-Identification Risk Scoring
  • Expert Determination
  • PHI Generalization
  • Compliance Certification, Breach Insurance, and Breach Claim Defense

Again, please use the information request form below, or write to, to discuss your use case and obtain a cost quote.

Test Data Services

IRI can also provide Test Data as a Service (TDaaS) by providing you with safe, referentially correct test sets for relational databases of any size, as well as custom-formatted structured and semi-structured files with test data. Just send us the DDL or layout information for the data you need, along with any complex business rules, and we will engage in a service by the hour to produce that data for your:

  • DB, Data Warehouse, and Data Vault prototypes
  • Application stress-testing and DevOps
  • Software or hardware benchmarks
  • Product demonstrations
  • Outsourced developers

Again, please use the information request form below, or write to to discuss your use case and obtain a cost quote.

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