Definition
In the context of RAG pipelines, FINRA represents the regulatory compliance framework governing data provenance and PII obfuscation; architectural trade-offs involve increased latency due to mandatory PII-redaction middleware and the necessity for deterministic guardrails over stochastic generation.
Regulatory data governance framework vs. machine learning algorithm.
"An immutable security ledger that logs every fingerprint found on a document before it is allowed to enter a secure reading room."
- PII Masking(Prerequisite)
- Audit Trail(Component)
- Data Provenance(Component)
- Deterministic Guardrails(Requirement)
Conceptual Overview
In the context of RAG pipelines, FINRA represents the regulatory compliance framework governing data provenance and PII obfuscation; architectural trade-offs involve increased latency due to mandatory PII-redaction middleware and the necessity for deterministic guardrails over stochastic generation.
Disambiguation
Regulatory data governance framework vs. machine learning algorithm.
Visual Analog
An immutable security ledger that logs every fingerprint found on a document before it is allowed to enter a secure reading room.