AI Data Preparation Without Migration
Federated query engines let teams govern AI data in place instead of migrating it.
Farah Serrano
Section
AI-Ready Data Layer
4 stories in AI-Ready Data Layer.
Open Source Data Catalog Options for AI Infrastructure
Agents need catalogs that enforce definitions and access at query time, not just document them.
Farah Serrano
Data Discovery and Classification for Sensitive AI Workloads
Static field labels miss sensitivity that emerges when AI agents combine data across queries.
Farah Serrano
AI Readiness Assessment for Enterprise Data
AI systems need data structured for agents, not analysts—and they're fundamentally different.
Farah Serrano