PII Tools

Key Takeaways PII can enter AI systems through training datasets, fine-tuning data, RAG sources, and user prompts. Language models can memorize aspects of their training data, making it important to identify and protect unnecessary PII before training. Unstructured data such as documents, emails, support tickets, and scanned files can contain PII that is difficult to identify...

Key Takeaways U.S. businesses may face international privacy laws depending on where they operate and process data. GLBA protects financial information handled by covered U.S. financial institutions. LGPD and POPIA regulate personal data in Brazil and South Africa. The EU AI Act regulates AI based on risk and can also apply to U.S. companies. Data visibility is fundamental to...

Key Takeaways AI performance depends on the quality, accessibility, and organization of the enterprise data it can access. Dark data becomes a greater risk as AI systems make hidden information easy to discover. Access controls cannot identify sensitive information hidden inside documents that users and AI systems can access. Sensitive data discovery, context-aware classifica...