AI Data Privacy Terms

§01 / TERMSin this hub: 12

Terms

Every term in this hub.

This hub collects the data privacy terms in the Prefactor glossary. The PII group is the operational core: detection, redaction, and the handling of sensitive data inside agent inputs, outputs, and logs. These are the controls that run on every span, and the entries cover both what they catch and what each method misses.

The regulation group covers the frameworks that make privacy a requirement rather than a preference: GDPR and its DPIA obligations, HIPAA for health data, CCPA for California consumers. The entries define what each framework demands, not how to feel about it; they are subject-matter definitions, and the applied guidance lives in the learn section they link to.

The data controls group covers the lifecycle questions: retention periods, data residency, sovereignty, and encryption. These are the terms that turn up in enterprise procurement long before they turn up in an incident, and having precise definitions saves the third clarifying email.

One honest scope note: this is the smallest hub in the glossary, and deliberately so. Privacy vocabulary that is not agent-specific belongs to the wider privacy field and its own references; the entries kept here are the ones that change meaning once an autonomous system is the thing doing the processing.

PII & sensitive data

PII Detection PII detection is the automated identification of personally identifiable information, such as names, addresses, phone numbers, and national identifiers, in AI inputs, outputs, or logs.

Regulation

CCPA (AI Agents) The California Consumer Privacy Act (CCPA) gives California residents rights over their personal data, including data used by AI agents. CCPA (California Consumer Privacy Act) CCPA is a U.S. DPIA (AI) A Data Protection Impact Assessment (DPIA) is a GDPR-required analysis conducted before deploying a processing activity likely to result in high risk to individuals, including AI agents that process large-scale personal data, make automated decisions, or engage in systematic monitoring. HIPAA (AI Agents) HIPAA is the US healthcare privacy law that requires covered entities and their business associates to protect protected health information (PHI). HIPAA (Health Insurance Portability and Accountability Act) A U.S.

Data controls

Data Residency The requirement that data be stored and processed within specific geographic boundaries to comply with local regulations. Data Retention Policy A data retention policy defines how long different types of data, including agent logs, conversation histories, and audit trails, must be stored and when they should be deleted. Data Sovereignty Data sovereignty is the requirement that data be subject to the laws and governance structures of the jurisdiction where it is collected or processed.

More ai data privacy terms

AI in Healthcare AI in healthcare applies AI agents to clinical documentation, diagnostic support, drug discovery, and patient communication. Multimodal AI Multimodal AI refers to models that can process and generate multiple types of data, text, images, audio, video, and code, within a single system. Synthetic Data Synthetic data is artificially generated data that mimics the statistical properties of real data without containing actual personal or sensitive information.

§02 / QUESTIONShub: AI Data Privacy Terms

Questions

Common questions.

What is PII detection for AI agents?

The automated identification of personally identifiable information in agent inputs, outputs, and logs, so it can be redacted, blocked, or escalated before it spreads.

Which privacy regulations apply to AI agents?

The same ones that apply to any system processing personal data: GDPR (including DPIA obligations), HIPAA for health data, and CCPA for California consumers, among others. The regulation group defines each.