Working Theory · Category
The thinking, the systems and the local reads filed under Applied AI.
7 ARTICLES
Nobody decided to adopt AI. People did, one at a time, each with a private version of how the business works. A company AI policy is the start. The fix is one shared source, a few owners, and a way for good ideas to get in.
OCT 16, 2026
Seat counts and 'hours saved' surveys don't answer the question. Pick the recurring jobs AI touches, measure time and errors before and after, count what it costs, and ask what people now do with the time.
OCT 2, 2026
The pitch is an AI that works around the clock. What you actually get is an assistant you've given access to things. What's safe to hand over, what needs a check, and the permissions that make the difference.
SEP 28, 2026
There is more AI news every week than anyone running a business could read. You don't need most of it. Here is a twenty-minute routine and the short list of sources we actually use.
SEP 15, 2026
The gap between businesses getting real value from AI and businesses paying for a login nobody opens isn't the tool. It is a handful of habits.
SEP 11, 2026
An AI assistant is only as good as what it is allowed to read — and most company knowledge was written for people who already know the answer.
SEP 10, 2026
Soon the most important visitor to your website won't be a person. It'll be an AI agent acting on someone's behalf — and it will want to talk to your site, not just read it.
SEP 7, 2026
