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

  • 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 Privacy, AI Security, Data Privacy, Data Security

Enterprises Are Hesitant to Share Data with LLMs. Here’s Why.

Explore why companies are wary of handing sensitive data to AI models—and what it takes to build trust without compromising compliance....
  • 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....
  • Data Governance, Data Privacy, Uncategorized

What is Data Residency? Importance, Regulations, Challenges, & How to Comply

A practical guide to understanding global data residency laws, compliance hurdles, and how to keep your AI systems aligned with local rules....
  • Data Governance, Data Masking, Data Protection, PII, Uncategorized

Transforming the Future of Healthcare Privacy & Research with Patient Data Tokenization

See how tokenization is changing healthcare by unlocking patient data for AI use while keeping privacy and compliance intact....
  • Data Protection, Data Security, LLM, LLM Security, PII, Privacy Engineering

Should You Trust LLMs with Sensitive Data? Exploring the security risks of GenAI

Unpack the privacy risks of giving LLMs access to sensitive data, from memory leaks to unauthorized exposure—and how to defend against them....
  • 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. ...
  • AI Compliance, AI Guardrails, AI Privacy, AI Security

The Case of False Positives and Negatives in AI Privacy Tools [How to Reduce IT]

Learn how misclassifying sensitive data leads to compliance gaps and broken AI workflows—and the techniques to fix detection accuracy. ...
The 2025 Playbook For Securing Sensitive Data In Llm Applications
  • AI Compliance, AI Privacy, AI Security, Data Privacy

The 2025 Playbook for Securing Sensitive Data in LLM Applications

Learn expert strategies for securing sensitive data in LLM applications. Discover how to prevent data leaks, inference attacks, and ensure compliance with GDPR, HIPAA, and global privacy laws....
  • AI, AI Guardrails, AI Privacy

How Businesses Using GPT 4.1 Can Comply With DPDP’s Data Residency Bill

Discover how businesses using GPT 4.1 can comply with India’s DPDP data residency law. Learn strategies like smart tokenization to protect sensitive data, ensure legal compliance, and maintain AI output quality....
De-Identification Of Structured &Amp; Unstructured Medical Data At Scale
  • Data De-Identification, Data Identification, Healthcare, PHI, PII

De-identification of Structured & Unstructured Medical Data at Scale

Learn about the de-identification requirements for structured and unstructured medical data and how to manage it at scale....
De-Identification Under Hipaa Faq
  • Data De-Identification, Data Identification, Data Privacy, Healthcare

De-identification under HIPAA: 5 Frequently Asked Questions about De-identified Healthcare Data

Learn about data de-identification under HIPAA. Understand core requirements and learn important details....
Understanding Common Issues In Llm Accuracy
  • Fine-Tuning, LLM

Understanding Common Issues in LLM Accuracy

Explore the challenges of LLM accuracy, including data limitations, reasoning failures, and common issues like hallucinations and bias in AI systems....
Best Practices For Managing Patient Data Privacy And Security
  • Data Privacy, Healthcare, PHI

Best Practices for Managing Patient Data Privacy and Security

Learn what governs proper management of patient data security and privacy and the best practice you need to stay compliant....