Research & Case Studies — anonym.digital

39 Million GitHub Secret Leaks in 2024: Why Your AI Coding A

39 Million GitHub Secret Leaks in 2024: Why Your AI Coding Assistant Is the New Attack Vector

Attorney-Client Privilege and AI: The 2026 Court Ruling That

Attorney-Client Privilege and AI: The 2026 Court Ruling That Should Change How Every Law Firm Uses AI Tools

Beyond the ChatGPT Ban: How MCP Server Gives Enterprises the

Beyond the ChatGPT Ban: How MCP Server Gives Enterprises the AI Guardrails They've Been Waiting For

From FEMA to Finance: Why AI Policy Without Technical Contro

From FEMA to Finance: Why AI Policy Without Technical Controls Fails Every Time

83% of Organizations Have No AI Data Controls

Developer Source Code Leaking to AI

Enterprise AI Adoption Blocked by Security Teams

HIPAA Safe Harbor De-Identification: Adding Hospital-Specifi

HIPAA Safe Harbor De-Identification: Adding Hospital-Specific MRN Detection Without Engineering Resources

Beyond SSNs and Email Addresses: How to Anonymize Your Organ

Beyond SSNs and Email Addresses: How to Anonymize Your Organization's Custom Identifiers

GDPR Compliance Across EU Member States: Which National Iden

GDPR Compliance Across EU Member States: Which National Identifiers Your PII Tool is Missing

Building GDPR-Compliant Customer Support AI: How to Strip PI

Building GDPR-Compliant Customer Support AI: How to Strip PII AND Custom Identifiers Before Sending to Your AI Vendor

Attorney-Client Privilege in the AI Era: What Legal PII Your

Attorney-Client Privilege in the AI Era: What Legal PII Your Anonymization Tool Must Detect

Why Every Hospital's Medical Record Numbers Are Different —

Why Every Hospital's Medical Record Numbers Are Different — and What That Means for HIPAA Compliance

Presidio's 22.7% Precision Problem: Why False Positives Are

Presidio's 22.7% Precision Problem: Why False Positives Are Destroying Your Anonymization Results

The Real Cost of 'Free' Open-Source PII Detection: Why Presi

The Real Cost of 'Free' Open-Source PII Detection: Why Presidio's Hidden Costs Exceed €13,000/Year

What Presidio Misses: The 220+ Entity Types Essential for GD

What Presidio Misses: The 220+ Entity Types Essential for GDPR-Compliant PII Detection

From 6 Weeks of DevOps Hell to 3-Day Integration: The Case f

From 6 Weeks of DevOps Hell to 3-Day Integration: The Case for Managed PII APIs

Setup Complexity and Infrastructure Overhead

Why Self-Hosted PII Tools Fail Compliance Audits: The Enviro

Why Self-Hosted PII Tools Fail Compliance Audits: The Environment Consistency Problem

Prevention vs. Detection: Why Real-Time PII Anonymization Is

Prevention vs. Detection: Why Real-Time PII Anonymization Is the Only Effective Defense Against AI Data Leaks

Proving GDPR Article 32 Compliance for AI Tools: How to Moni

Proving GDPR Article 32 Compliance for AI Tools: How to Monitor Employee PII Exposure with Data, Not Policy Documents

Prevention vs. Detection Cost Differential

Clinical Documentation PHI Prevention

Why Binary PII Detection Is Failing Your Compliance Team: Th

Why Binary PII Detection Is Failing Your Compliance Team: The Case for Confidence Scoring

GDPR Data Minimization at the Source: How Real-Time PII Dete

GDPR Data Minimization at the Source: How Real-Time PII Detection Prevents Over-Collection Before It Happens

The Paste-and-Forget Problem: Why Automatic PII Highlighting

The Paste-and-Forget Problem: Why Automatic PII Highlighting Works When Compliance Training Fails

Securing MCP Servers for PII Processing

Anonymize Code Context Before AI Processing

Anonymize Secrets Before AI Agent Chains

JS and Python SDKs for PII Pipelines

MCP Server: 10 AI Image Tools

MCP Server: 7 Tools for AI-Native PII

Zero-Knowledge Auth Across 7 Platforms

Three NLP Engines Combined