AI Redaction in 2026: How Automatic PII Redaction Tools Actually Work

Martin JanoušekData Loss Prevention, In-House Protection Software, Mandatory Data Compliance, Sensitive Data Discovery

AI Redaction in 2026: How Automatic PII Redaction Tools Actually Work

Key Takeaways Modern AI redaction combines machine learning, OCR, and contextual analysis to detect and protect sensitive information beyond traditional pattern matching. AI can only redact the data it can first discover, making native OCR essential for scanned PDFs, images, and other unstructured documents. Enterprise AI redaction should support Private Cloud, on-premises, hybrid, and air-gapped deployments to ensure zero data … Read More

PII Examples

Cole PrudenPersonal Data, PII, PII Examples

PII Examples

Key Takeaways Personally identifiable information (PII) is any data that can identify, contact, or trace an individual, either on its own or when combined with other information. Common PII examples include names, email addresses, phone numbers, Social Security numbers, passport numbers, driver’s license numbers, and financial account details. PII falls into two categories: sensitive PII (such as government IDs and … Read More

PII Detection Tools Compared: What Works in 2026?

Martin JanoušekIn-House Protection Software, Personal Data Discovery, PII Auditing, Sensitive Data Discovery Tool

PII Detection Tools Compared: What Works in 2026?

Key Takeaways PII detection tools help organizations identify, classify, and protect sensitive data across file shares, cloud storage, databases, emails, and AI workflows. The most important capabilities in 2026 include OCR support, AI readiness, automated classification, Microsoft Purview integration, and support for unstructured data. Different PII scanning tools are designed for different use cases, from Microsoft 365 governance and insider-risk … Read More

2026 HIPAA Security Update: Continuous ePHI Discovery

Martin JanoušekHIPAA Compliance, Mandatory Data Compliance, PHI

2026 HIPAA Security Update: Continuous ePHI Discovery

For years, HIPAA compliance has largely centered around policies, procedures, and periodic risk assessments. But as ransomware attacks, data breaches, and third-party security incidents continue to rise across the healthcare sector, regulators are pushing for stronger and more prescriptive cybersecurity requirements. The upcoming HIPAA Security Rule update represents one of the most significant changes to healthcare data protection in years. … Read More

PII De-Identification vs. Masking vs. Redaction

Cole PrudenData Loss Prevention, De-Identification, Mandatory Data Compliance, Personal Data Protection, PII Remediation, Sensitive Data

PII De-Identification vs. Masking vs. Redaction

Key Takeaways PII de-identification, masking, and redaction are distinct data protection techniques, each used to reduce exposure of sensitive personal information in different ways across datasets, applications, and documents. De-identification removes or transforms identifiers so individuals cannot be easily re-identified, making it suitable for analytics, machine learning, and long-term data use while maintaining data utility. Data masking replaces real values … Read More

CMMC & DFARS Compliance: Air-Gapped PII Discovery

Martin JanoušekData Privacy Regulations, Mandatory Data Compliance, Sensitive Data Discovery Tool

CMMC & DFARS Compliance: Air-Gapped PII Discovery

For US government contractors, data security is no longer just an operational preference. Under frameworks like the Cybersecurity Maturity Model Certification (CMMC), DFARS, and FISMA, protecting sensitive information has become a direct requirement for participating in the federal supply chain. Source: DoD CIO As the Department of Defense (DoD) continues rolling out mandatory CMMC requirements, the expectations around handling Controlled … Read More

Preparing for a PII Audit: What You Need Before an Assessment

Cole PrudenData Leak Prevention, Data Loss Prevention, PII Auditing, Sensitive Data Discovery

Preparing for a PII Audit: What You Need Before an Assessment

Millions of companies suffer data breaches, ransomware, and regulatory fines every year. Don’t let it happen to you. Protect your company with a PII audit – but are you ready? This is everything you need to know to actually feel prepared. What is a PII Audit Let’s start from square one: What exactly is a PII audit? PII stands for … Read More

HIPAA Compliance Explained: Full Guide + PII Examples

Cole PrudenData breach, HIPAA Compliance, PHI, PII

HIPAA Compliance Explained: Full Guide + PII Examples

For many readers, when they hear the words “the Health Insurance Portability and Accountability Act (HIPAA)”, their eyelids immediately start to droop. But I’m sure getting slapped with an annual $1.5 million fine would wake them up! Whether you’re the one handling the data or the actual patient looking to protect your rights, now’s the time to become a HIPAA … Read More

HIPAA Compliance 2026: PHI Discovery & OCR Tools

Martin JanoušekData Loss Prevention, HIPAA Compliance, PHI

HIPAA Compliance 2026: PHI Discovery & OCR Tools

For years, HIPAA compliance was straightforward: protect the Electronic Health Record (EHR) system, and you protect the organization. In 2026 and beyond, that approach no longer works. The real risk has shifted to the messy, unstructured “Dark Data” surrounding the EHR. Protected Health Information (PHI) now leaks into email attachments, billing exports, shared drives, and increasingly, AI workflows. In the … Read More