// Insights

Practical thinking for operating with AI.

Frameworks for choosing the right work, building controlled agents, and knowing when conventional software is the better answer.

When to build an AI agent

Use the Rule of R to decide whether a workflow deserves an agent, a chatbot, conventional automation, or no software at all.

A chatbot helps with a conversation. An agent participates in a workflow—with tools, permissions, state, and accountable outcomes.

Approval gates make consequential AI actions inspectable, reversible where possible, and aligned with real operational responsibility.

// Workflow audit

Bring the process that keeps repeating, breaking, or waiting. We will map the best next step together.