PII in AI Training Data: Risks, Governance, and Protection

Martin JanoušekArtificial Intelligence, In-House Protection Software, Personal Data Discovery

PII in AI Training Data: Risks, Governance, and Protection

Key Takeaways PII can enter AI systems through training datasets, fine-tuning data, RAG sources, and user prompts. Language models can memorize aspects of their training data, making it important to identify and protect unnecessary PII before training. Unstructured data such as documents, emails, support tickets, and scanned files can contain PII that is difficult to identify at scale. Data discovery, … Read More

HIPAA Compliance Checklist 2026: What US Healthcare Companies Need to Know

Martin JanoušekHIPAA Compliance, Mandatory Data Compliance, Personal Data Discovery, PHI, Uncategorized

HIPAA Compliance Checklist 2026: What US Healthcare Companies Need to Know

Key Takeaways HIPAA compliance begins with knowing where ePHI exists across structured and unstructured data. Continuous data discovery and context-aware classification help maintain an accurate inventory of sensitive healthcare information. Native OCR is essential for identifying ePHI hidden in scanned documents, medical forms, faxes, and image files. Automated remediation, including redaction, encryption, and quarantine, helps reduce the risk of unauthorized … Read More

2026 HIPAA Security Update: Continuous ePHI Discovery

Martin JanoušekHIPAA Compliance, Mandatory Data Compliance, PHI

2026 HIPAA Security Update: Continuous ePHI Discovery

Key Takeaways The 2026 HIPAA Security Rule update emphasizes continuous ePHI discovery, requiring healthcare organizations to maintain ongoing visibility into where sensitive data resides – not just during annual risk assessments. Continuous data discovery helps reduce compliance risk by identifying hidden ePHI across file shares, cloud storage, email, endpoints, and other unstructured data sources. Organizations that continuously discover, classify, and … Read More

PII Dataset Download – US & UK Passport Numbers

Cole PrudenPII Examples

PII Dataset Download – US & UK Passport Numbers

US & UK Passport Numbers – Examples Both the United States of America and the United Kingdom provide their citizens with passports with a unique 9-digit number for each person. However, newer passports from both countries may feature both numbers and letters. Use the FREE Download of 1000 Sample US & UK Passport Numbers below to test whether your website … Read More

PII Dataset Download – EU Driver’s License Numbers

Cole PrudenPII Examples

PII Dataset Download – EU Driver’s License Numbers

EU Driver’s License Numbers – Examples Recognized throughout the European Economic Area, EU driver’s licenses are used by all 27 member states. EU driver’s licenses are a photo card with unique front-facing identifiers, featuring a set of numbers and sometimes letters specific to each individual. The amount of numbers and letters in each set varies per country, and they are … Read More

Use AI Without Violating Data Privacy Laws (2026 Guide)

Cole PrudenData Leak Prevention, Data Loss Prevention, HIPAA Compliance, PII Remediation, Sensitive Data Discovery Tool

Use AI Without Violating Data Privacy Laws (2026 Guide)

2026 was supposed to be the “Year of the AI Agent,” where Large Language Models (LLMs) handle everything from corporate research to automated customer support. However, for many organizations, that promise has been stalled by a sobering technical truth: AI bots are data sponges. Whether your team is summarizing documents in ChatGPT, analyzing datasets in Copilot, or fine-tuning a proprietary … Read More

PII Dataset Download – Credit Card Numbers

Cole PrudenPII Examples

PII Dataset Download – Credit Card Numbers

Credit Card Numbers – Examples Estimates show that over 1 billion credit card transactions occur every day, making the ability to recognize and process these numbers absolutely critical. Each credit card features a set of 16 unique numbers, typically arranged in groups of four digits: XXXX-XXXX-XXXX-XXXX. Some credit cards are physical, while others are only digital, and the credit card … Read More

PII Scanner Evaluation: 5 Critical Rules for 2026 & Beyond

Radim ŘehůřekPersonal Data, Personal Data Protection, Personally Identifiable Information, PII Auditing, Sensitive Data Discovery Tool

PII Scanner Evaluation: 5 Critical Rules for 2026 & Beyond

The landscape of data privacy has shifted. In 2026 and beyond, simply finding strings of text isn’t enough to satisfy auditors or modern regulations like the EU AI Act. Whether you’re preparing for a compliance audit or starting a trial, knowing how to evaluate sensitive data discovery software is vital. To avoid wasting time on “legacy” tools that rely on … Read More

GLBA Compliance Guide

Cole PrudenData Privacy Regulations, Data Protection, GLBA, Uncategorized

GLBA Compliance Guide

GLBA non-compliance fines can reach as high as $100,000 per violation. Learn how to protect both your customers and your budget with full GLBA compliance. Let’s get started! What Is the GLBA? The Gramm-Leach-Bliley Act (GLBA, for short) is a US federal law that requires financial institutions to explain their information-sharing practices to customers and safeguard sensitive data. If you’re … Read More