2 posts tagged mcp.
Enterprise AI pilots are failing because of a context problem, not weak models. This piece traces how the Enterprise Context Layer emerged as a named infrastructure category and lays out a prescriptive six-layer architecture (from sources of truth to a governance plane) for delivering governed, portable business meaning to AI agents.
For twenty years enterprises have relied on massive, multi-million bets that take many years to show value. Yet the modern data estate without business context cannot meaningfully let AI Agents enable faster business decisions at scale, identify patterns in real time, and act on context that no human can synthesize alone. Enter the Enterprise Context Layer. Instead of replacing your current estate, wrap it with a thin intelligent layer on top of it. It provides meaning to your data. It provides a way to make your legacy estate intelligent that compounds value.