Whitepapers
Research on the frontier
of agentic data infrastructure.
Data Agents: Context Is Not All You NeedWhy context is not the binding constraint for data agents, and what a governed write path, per-task-class autonomy and a receipt on every change take.Why the Data Layer Needs Its Own Context LayerYour data agents need context. Why the data estate needs a context layer of its own, not a catalog and not generic memory.From the Traditional Data Catalog to the Agentic Data CatalogWhy the data catalog goes stale, and what changes when agents write the record and a named human approves it.