The Context Layer: Why Enterprise AI Agents Fail Without It — and What It Actually Takes to Fix That

A technical deep-dive into the four-layer context problem, which tools are closest to solving it, and what the gap costs you in practice. Context is the Moat — Not the Model The Race Everyone Is Running, Missing the Key Thing Enterprise AI adoption has followed a predictable arc. Teams assemble a foundation model, wire up a vector store, build a retrieval pipeline, and declare they have an AI agent. The benchmarks look impressive. The demos run smoothly. Then the agent hit...