Guides · APRF practice notes
Data Guides
Govern corpora, retrieval ACLs, and memory. These guides support APRF Data Privacy, Data Governance, and Memory Management.
Privacy, corpus control, and memory — APRF Data domain.
For injection and secrets patterns, see Security guides.
- AI Memory and Session Retention Risks
"Remember everything" is a product feature and a compliance liability. Production memory needs retention limits, isolation, and purge paths.
- RAG Corpus Ownership, Classification, and Retention
If nobody owns the corpus, classification is informal, and retention is forever, retrieval will leak and rot. APRF Data Governance requires ownership, labels, and lifecycle—not only ACLs at query time.
- RAG Data Leakage and Corpus Governance
Retrieval-augmented generation fails when the index is a dump of everything. Production RAG needs corpus governance—who can index what, who can retrieve what, and how leaks get caught.
Next: Data Privacy
Open the related pillar specification for mandatory checks, artifacts, and pass conditions. Self-attest is optional.