Get the latest insights on data privacy, security, and more.

  • data tool

The Definitive Guide to the Top 7 DPIA Tools for 2026

Discover the top DPIA tools for 2026 to simplify compliance, reduce risks, and stay audit-ready with smarter privacy management solutions....
  • 8 min
  • AI Security, Data Security

Agentic AI Security: Why Agent-as-a-Service Needs a New Control Layer

Agent as a service is reshaping enterprise software. Learn why agentic AI security demands context-aware data protection, not traditional perimeter defenses....
  • 11 min
  • AI, Corporate News, Data Privacy Vault

Agentic Context Security Platform Protecto is Now Available on Google Cloud Marketplace

Protecto Vault is now available on Google Cloud Marketplace. Deploy context-preserving PII/PHI masking for AI agents directly in your GCP environment — HIPAA, GDPR & CCPA compliant....
  • 6 min
  • Data Masking, PII Masking

Why NER models fail at PII detection in LLM workflows – 7 critical gaps

NER models miss critical PII detection gaps in LLM workflows. Learn 7 reasons why NER-based sensitive data detection breaks down and what to use instead....
  • 13 min
  • Protecto

What Is Format-Preserving Encryption (FPE)?

What is format-preserving encryption? Learn how FPE secures sensitive data without breaking systems—and why it matters for payments, AI, and compliance....
  • 8 min
  • AI Guardrails

AI Guardrails: The Layer Between Your Model and a Mistake

Most AI failures aren’t bugs, they’re missing AI guardrails. Learn how weak controls expose data, break compliance, and why most AI projects fail early....
  • 7 min
  • AI, Data Masking, Mock Data

Synthetic Data for AI: 5 Reasons It Fails in Production

Synthetic data for AI looks fine in dev — until it hits production. Learn why real masked data beats synthetic for AI testing, RAG, and agent workflows....
  • 11 min
  • AI Agent, Case Study

How a Fortune 50 Company Deployed Agentic AI at Scale Without Losing Control of Their Data

AI agents that access multiple data sources need more than authentication. This Fortune 50 case study shows how Protecto added policy-driven data control on top of Active Directory to protect PII and sensitive business data across agentic AI workflows....
  • 8 min
  • AI, Mock Data

Why Synthetic Data for AI Fails in Production

Most teams use synthetic data for AI testing because it's easy. But it smooths out the messiness, broken relationships, and edge cases that AI needs to handle in the real world. Protecto shows a better way....
  • 5 min
  • Data Privacy

LLM Data Leakage Prevention: 10 Best Practices for Securing AI Pipelines

Learn 10 LLM data leakage prevention steps for masking, tokenization, RAG security, access control, logs, and regulated AI workflows....
  • 11 min
  • AI Agent

Multi-Agent AI Systems: Beyond the Basics

Learn how multi-agent AI systems work, why companies like Microsoft use them, and the hidden coordination and security challenges....
  • 8 min
  • AI Security

What is Data Masking

Learn what data masking is, how AI data masking protects chatbot queries, and how businesses prevent data leaks without breaking accuracy....
  • 12 min
  • Data Tokenization

Entropy vs. Polymorphic Tokenization: Which One Actually Protects Your AI Pipeline?

Choosing the wrong tokenization approach can break your AI workflows. Understand entropy vs. polymorphic tokenization and how Protecto keeps data safe without losing utility....
  • 7 min
  • Data Privacy

What is RBAC? Role-Based Access Control Explained

What is RBAC, and how does it protect enterprise data? Learn the role-based access control definition, what RBAC stands for, how roles and permissions work, and how organizations can enforce least-privilege access across employees, systems, and AI agents....
  • 14 min
  • Data Security, data tool, Personal Data, Privacy Engineering

What is a Prompt Injection Attack?

Learn what a prompt injection attack is, how prompt injection works, common attack types, and how businesses can prevent AI data leaks....
  • 13 min