IRI DarkShield vs Varonis Data Classification Engine

IRI DarkShield finds, classifies, extracts, reports on, and masks sensitive information in structured, semi-structured, and unstructured data. Searches can use regular expressions, lookup values, path filters, or named-entity recognition with NLP and machine learning. Masking options include deletion, encryption, hashing, pseudonymization, and randomization. Sources range from local or SMB files and cloud object storage to JDBC databases and NoSQL collections. Jobs can run through IRI Workbench, command-line tools, batch scripts, or API-calling programs; Version 6 added REST API support. An exportable HTML5 dashboard shows what sensitive data was found and whether it was masked, while logs can go to SIEM tools such as Splunk Enterprise Security and Datadog. DarkShield runs within customer-controlled infrastructure, on premises or in a customer-controlled cloud. It supports Windows, Linux, and macOS, with at least 4 GB RAM and two cores recommended. Pricing starts at $5,490, and a 30-day trial is listed. Standalone licenses are perpetual and charged per hostname; first-year support is included, with later support available at 20% of the license-fee basis per year.

Varonis Data Classification Engine has no write-up on Specifiction yet; its figures are above.