Blog under

AI Guardrails

Data Sovereignty in the Age of AI
  • AI Compliance, AI Guardrails, AI Privacy, AI Security

Data Sovereignty in the Age of AI: Why It Matters and How to Get It Right

Discover how data sovereignty impacts AI and LLM deployments across borders. Learn why traditional compliance models fall short and how Protecto ensures privacy, localization, and regulatory compliance for global AI operations....
ai privacy and security
  • AI Guardrails, AI Privacy, AI Security

AI Privacy and Security: Key Risks & Protection Measures

AI privacy and security explained: key threats, practical safeguards, and a reference architecture to protect data, models, and outputs across your AI stack....
Privacy-First AI Stack for Highly Regulated Industries
  • AI Guardrails, AI Privacy, AI Trust

Building a Privacy-First AI Stack for Highly Regulated Industries

Learn how to build a Privacy-First AI Stack for Highly Regulated Industries like healthcare and finance. Discover practical steps, tools, and best practices to ensure AI systems stay compliant, secure, and trustworthy....
  • AI Guardrails, LLM Security

Why Prompt Scanning & Filtering Fails to Detect AI Risks [& What to do Instead]

Prompt filtering no longer works to prevent sensitive data leakage. Learn why it is failing and what to do instead. ...
  • AI Guardrails, AI Privacy

What is Data Poisoning? Types, Impact, & Best Practices

Discover how malicious actors corrupt AI training data to manipulate outcomes, degrade model accuracy, and introduce hidden threats....
  • AI Guardrails, AI Privacy, AI Security, Alternatives

3 LLMGuard Alternatives: Compare Pricing, Features, Pros, & Cons

Explore top LLMGuard alternatives for AI privacy and security. Compare Protecto, Skyflow, and CalypsoAI to find the best fit for your enterprise’s compliance, context preservation, and runtime defense needs....
  • AI Guardrails, AI Privacy, AI Security

Why Hosting LLMs On-Prem Doesn’t Eliminate AI Risks [And What to do About It]

Think on-prem equals safe? Learn why LLM risks like data leakage, context loss, and audit blind spots still persist, and how to mitigate them. ...
  • AI Agent, AI Guardrails, AI Privacy

Why RBAC Doesn’t Work with AI Agents [And How to Fix It]

Traditional access control fails in AI systems. Find out why RBAC breaks down with LLMs and what privacy guardrails you need instead....
  • AI Guardrails, AI Privacy, Alternatives

3 CalypsoAI Alternatives Analyzed: Pricing, Key Capabilities, USP, Pros, & Cons

Explore the best CalypsoAI alternatives to enhance AI privacy, prevent data leaks, and stay compliant. Compare features, pros, cons, and pricing....
  • AI Guardrails, AI Privacy, Data Governance, Data Identification

DeepSight by Protecto: AI-Native Sensitive Data Detection for Developers

Protecto’s DeepSight is an AI-native privacy tool built for real-world data, accurately detecting sensitive info across languages, typos, and formats like JSON, PDFs, and logs. It supports custom entities, real-time scanning, and fast REST API integration without complex setup. ...