Point of View

Leadership perspectives and architectural convictions — where to intervene, what to prioritise, and why the default narrative is wrong.

Type

Series

Is MCP Really Necessary for Business Agents in Large Regulated Enterprises?

MCP is a valuable standard for AI tool interoperability. For regulated business agents, pin agent governance first (route contract, tools, permissions, context), then choose MCP only where it beats governed business APIs.

JUL 5, 2026

Hallucinations Is a System Design Problem

Hallucination is not the model failing. It is the model succeeding at the wrong objective in a system that never gave it the right one.

JUN 16, 2026