Practical guides on GDPR compliance, HIPAA de-identification, EU AI Act, PII anonymization, and AI data safety — for developers, DPOs, and compliance teams.
Full enforcement begins August 2, 2026 with penalties up to €35M or 7% of global turnover. Learn Article 10 data governance requirements and how to audit your AI training data for PII before the deadline.
Every prompt sent to ChatGPT, Claude, or Gemini is a potential data breach. This guide covers MCP Server setup, Chrome Extension, and the reversible AES-256-GCM workflow that keeps AI useful while protecting your data.
EU AI Act Article 10 requires training data free of personal information “where technically feasible.” Here’s the practical implementation guide for ML engineers fine-tuning LLMs on EU data.
78% of employees use unauthorized AI tools at work. The average enterprise has 47 shadow AI applications. This is what your CISO needs to know — and the Chrome Extension that stops it.
OpenAI offers a BAA for Enterprise ChatGPT, but a BAA alone doesn’t make ChatGPT HIPAA compliant. This guide explains the 3 conditions that must be met and how to protect PHI in AI workflows.
Complete MCP Server setup guide with all 6 operators: anonymize, detect, analyze, de-anonymize, encrypt, decrypt. JSON config, entity presets, and Zero-Knowledge AI workflow walkthrough.
Why naive anonymization breaks RAG: same entity must map to the same token every time for vector embeddings to work. Python implementation with hash-based and lookup-table approaches.
GDPR data minimization in practice: exact regulation text for Articles 5(1)(c), 25, and 32, with a 12-item DPO implementation checklist and piisafe.eu audit workflow.
All 18 PHI identifiers under 45 CFR § 164.514(b), Safe Harbor vs Expert Determination, the ZIP code population rule, and automated Safe Harbor implementation guide.
How tokenization removes cardholder data from PCI-DSS scope. Luhn checksum validation, tokenization vs encryption vs masking comparison, and REST API implementation guide.
Setup time 2–4 weeks, maintenance 20–40 hrs/month. Full 12-month TCO table showing $42K–$113K year-one range for Presidio self-hosting vs managed service pricing.
8-criteria decision matrix, 5 scenarios for each choice, API migration code example, and the hybrid path: start SaaS, move to Self-Managed when volume justifies it.
anonymize.solutions, Strac, Google DLP, Microsoft Purview, Varonis, Forcepoint, and Symantec DLP compared across 8 criteria including EU data residency, Zero-Knowledge, MCP Server, and pricing.
EU data residency, deterministic detection, and Zero-Knowledge: how anonymize.solutions and 6 other Strac alternatives compare on the criteria that matter for compliance teams.
Escape GCP vendor lock-in: vendor-independent PII protection alternatives with zero-knowledge architecture, EU data residency, and no GCP IAM dependency.
New guides published regularly on GDPR, HIPAA, EU AI Act, and PII anonymization. Have a compliance question? Our team of privacy engineers answers them.