Revoking AI Agent Data Access at Workload Granularity
Scoped credentials and revocation per task eliminate the security cost of denying standing access.
Yuki Novak
Section
Agentic Data Access
6 stories in Agentic Data Access.
Federated Data Access for AI Workloads
Keeping data where it lives requires semantic layers to prevent silent failures in AI agents.
Yuki Novak
Institutional Memory Gap in AI Agents
AI agents repeat inconsistent answers because enterprises lack documented data context.
Yuki Novak
AI Agent Read vs Write Permission Asymmetry
Agents are provisioned with ten times the access they actually need.
Yuki Novak
Service Account Risks in Agentic Pipelines
Reusing service accounts for agents masks overpermissioned credentials behind opaque audit trails.
Yuki Novak
Knowledge Graph Integration for AI Data Retrieval
Knowledge graphs make AI retrieval factually reliable instead of semantically approximate.
Yuki Novak