Thinking worth keeping, grouped by topic.

AI Agents vs Automation: What Should a Business Actually Build?

Agents and traditional automation solve different problems. Most SMEs reach for the more complex one first.

From Business Problem to AI Workflow: A Practical Framework

The path from "we have a problem" to "we have a working AI workflow" has a small number of steps most teams skip past.

Where Should an SME Actually Start With AI?

Not with a flagship AI product. With the internal workflow that's costing the most hours for the least judgment required.

Your Business Doesn't Need AI Yet. It Needs a Workflow Audit.

Most businesses reach for an AI tool before they've mapped the workflow it's meant to fix — which is why so many AI pilots quietly stall.

What SMEs Should Ask Before Giving Internal Data to an AI System

Enthusiasm for AI often outruns basic questions about what data is being shared, with whom, and under what terms.

How to Diagnose a Business Before Trying to Fix It

Most fixes fail because they're aimed at a symptom. Diagnosis is the step that gets skipped most often — and matters most.

5 Signs Your Company Has an Execution Problem, Not a People Problem

When work isn't compounding, the instinct is to blame the team. Usually the real issue is the system the team is operating inside.

Why Good Products Struggle to Find Their Market

A strong product with unclear positioning loses to a mediocre product with a clear one, more often than founders expect.