ABAC vs RBAC for AI Agent Query Permissions
ABAC decides access at request time; RBAC decides it once, upfront.
Yuki Novak
Reporter
Yuki Novak
Yuki Novak reports on Agentic Data Access, Semantic Layer for AI, with a track record of making complicated topics genuinely useful.
9 stories
Why Agent Writes Need Stricter Controls Than Agent Reads
Agents that write need tighter access controls than those that merely read.
Yuki Novak
Data Catalog vs Data Dictionary for AI Teams
Dictionaries define columns, catalogs find tables.
Yuki Novak
Data Quality Framework for Machine Learning and AI Agents
Bad data kills most AI projects before models even matter.
Yuki Novak
Data Observability vs Data Quality for AI Pipelines
Most AI pipelines fail on data quality, not algorithms, and the difference costs millions.
Yuki Novak
Semantic Layer vs Vector Database for AI Querying
Choosing between them determines whether your AI gets reliable answers or confident wrong numbers.
Yuki Novak
Structural Metadata vs Semantic Metadata for AI Consumers
AI agents can't fill in the meaning that human analysts guess from context.
Yuki Novak
Descriptive Metadata as AI Agent Context
Agents need accurate, current metadata to reason reliably, not just clean data.
Yuki Novak
OLTP vs OLAP for AI Agent Data Sources
AI agents need fresh transactional data and historical patterns simultaneously.
Yuki Novak