Blog under

AI Guardrails

Stop Gambling on Compliance: Why Near‑100% Recall Is the Only Standard for AI Data

AI promises efficiency and innovation, but only if we build guardrails that respect privacy and compliance. Stop leaving data protection to chance. Demand near‑perfect recall and choose tools that deliver it....
types of data tokenization

Types of Data Tokenization: Methods & Use Cases Explained

Explore the different types of data tokenization, including commonly used methods and real-world applications. Learn how each type addresses specific data security needs and discover practical scenarios for choosing the right tokenization approach....
How Enterprise CPG Companies Can Safely Adopt LLMs

How Enterprise CPG Companies Can Safely Adopt LLMs Without Compromising Data Privacy

Learn how publicly traded CPG enterprises overcome data privacy barriers to unlock LLM adoption. Discover how Protecto's AI gateway enables safe AI implementation across marketing, analytics, and consumer experience. ...
critical llm privacy risks

5 Critical LLM Privacy Risks Every Organization Should Know

Using LLMs and GenAI tools for data analysis or report generation can add a number of risks like PII exposure. Learn how using such tools can add risk to your stack and how to mitigate them. ...
Data Sovereignty in the Age of AI

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 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

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....

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. ...

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....

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....