ThinkingAgent

Sep 2, 2026 · Artificial Intelligence

From More Agents to Context‑Layered AI Tools: Principles, Methods, Practices

The article proposes a five‑layer framework for enterprise AI toolbuilding that shifts classification from technical forms like agents or workflows to the specificity of business context, outlines shared Enterprise Context Fabric, distinct KPIs per layer, and five guiding principles culminating in a single entry point with shared capabilities and context specialization.