Revoking AI Agent Data Access at Workload Granularity
Limit AI agent credentials to single tasks instead of standing access to prevent breaches.
Yuki Novak
Section
Agentic Data Access
8 stories in Agentic Data Access.
Federated Data Access for AI Workloads
Federated queries fail silently when schemas drift unless a semantic layer governs what data means.
Yuki Novak
Institutional Memory Gap in AI Agents
Yuki Novak
AI Agent Read vs Write Permission Asymmetry
Yuki Novak
Service Account Risks in Agentic Pipelines
Agents inheriting overpermissioned service accounts compound risk across multi-step workflows.
Yuki Novak
Knowledge Graph Integration for AI Data Retrieval
Knowledge graphs make AI retrieval accurate by encoding what data means, not just how it is stored.
Yuki Novak
Runtime Data Access vs Static Pipeline Delivery
Agents need fresh data at query time, not stale snapshots—a correctness problem, not a speed one.
Yuki Novak
How AI Agents Query Structured Data
Semantic layers, not raw schemas, let AI agents query structured data reliably at scale.
Yuki Novak