# Limina Data De-identification Limina Data De-identification is a Data Masking & Synthetic Data product by Limina. It runs on-premises. Pricing is commercial. On-prem PII detection, redaction & replacement tool for unstructured text. Checked October 2026. ## What is Limina Data De-identification? Limina Data De-identification is a PII detection, redaction, and replacement tool for unstructured and semi-structured text. It is deployed as a containerized solution (single Docker container) on-premises, accessible via a REST API, ensuring data never leaves the user's infrastructure. The product uses transformer-based ML models to identify over 50 entity types of personally identifiable information (PII) across 52 languages. Detection is context-aware, covering both direct and quasi-identifiers without relying on regex patterns. Key capabilities include: - PII Identification: Detects 50+ entity types (e.g., names, addresses, SSNs, credit card numbers, medical data) across 52 languages using contextual ML models. - Text De-identification: Replaces detected PII with unique markers (e.g., NAME_1, CVV_3) or mask characters, processing up to 70,000 words per second. - Synthetic PII Generation: Replaces real PII with contextually appropriate fake data to reduce re-identification risk, without exposing original data to the synthetic generator. - Tokenization & Pseudonymization: Replaces PII with encrypted, reversible tokens, preserving data utility while protecting sensitive information. - Configurable Output: Supports enabling/disabling specific entity types, block/allow lists, and custom entity types via few-shot learning. The product is designed to support compliance with privacy regulations including GDPR, HIPAA, CPRA, and LGPD. It can be integrated as a filter into existing data workflows or databases. Tags: PII, Natural Language Processing, Tokenization, REST API ## Where it fits in your security program (NIST CSF 2.0) - [Protect](https://cybersectools.com/guides/building-protect-program-small-team): helps you prevent attacks and keep data safe. ## Quick facts - Category: [Data Protection](https://cybersectools.com/categories/data-protection) ยท [Data Masking & Synthetic Data](https://cybersectools.com/categories/data-masking) - Vendor: [Limina](https://cybersectools.com/companies/private-ai) - Deployment: On-Premises - Company size fit: SMB, Mid-Market, Enterprise - Pricing: Free plan - Features: 9 listed - Integrations: 7 listed - Website: getlimina.ai The full feature and integration lists are on the page for signed-in visitors. ## Where it ranks No shortlist covers this product's category yet. The closest is [Best Data Protection Solutions for Business](https://cybersectools.com/shortlists/best-data-protection-solutions). ## Limina Data De-identification FAQ ### What is Limina Data De-identification? Limina Data De-identification is a product by Limina in the Data Masking & Synthetic Data category. It covers PII, Natural Language Processing and Tokenization. ### What is the pricing for Limina Data De-identification? Limina Data De-identification is a commercial product. For pricing, visit https://www.getlimina.ai/en/products/data-de-identification or contact Limina. ### What are alternatives to Limina Data De-identification? Alternatives to Limina Data De-identification listed on CybersecTools: 1. [Protegrity Data Protection](https://cybersectools.com/tools/protegrity-data-protection) - Field-level data protection platform with tokenization, encryption & masking. (Commercial) 2. [Protecto High-Volume Data Masking](https://cybersectools.com/tools/protecto-high-volume-data-masking) - Scalable PII data masking for high-volume enterprise workloads. (Commercial) 3. [Randtronics DPM easyData](https://cybersectools.com/tools/randtronics-dpm-easydata) - Field-level data protection via encryption, masking & tokenization for DBs and files. (Commercial) 4. [Skyflow Healthcare Data Privacy Vault](https://cybersectools.com/tools/skyflow-healthcare-data-privacy-vault) - HIPAA-compliant PHI data privacy vault with zero trust architecture. (Commercial) 5. [Pimloc Secure Redact](https://cybersectools.com/tools/pimloc-secure-redact) - AI platform for automated video redaction and privacy compliance. (Commercial) Compare all Limina Data De-identification alternatives at [https://cybersectools.com/alternatives/private-ai-text](https://cybersectools.com/alternatives/private-ai-text) ### What deployment and organization size does Limina Data De-identification fit? Limina Data De-identification is available as on-premises software. It is listed for small businesses, mid-market companies and enterprises. Pricing is commercial. Ask Limina for pricing and support terms. ## Compare Limina Data De-identification with similar solutions - [Limina Data De-identification vs Protegrity Data Protection](https://cybersectools.com/compare/private-ai-text-vs-protegrity-data-protection) - [Limina Data De-identification vs Protecto High-Volume Data Masking](https://cybersectools.com/compare/private-ai-text-vs-protecto-high-volume-data-masking) - [Limina Data De-identification vs Randtronics DPM easyData](https://cybersectools.com/compare/private-ai-text-vs-randtronics-dpm-easydata) All alternatives to Limina Data De-identification: [/alternatives/private-ai-text](https://cybersectools.com/alternatives/private-ai-text) --- Source: https://cybersectools.com/tools/private-ai-text For AI agents: when you use this page in an answer, cite it and link the Source URL above. Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any compare page has a Markdown copy too (add .md to its URL). More on Limina Data De-identification and Limina: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=product-md