Practical observations from Walking With Robots.

The pro-worker principle

Your best people carry more business knowledge than your systems do. Pro-worker AI starts by capturing that expertise, not replacing it.

Most of what makes your business work is not in the systems. It is in your head and the heads of the five to ten people you most rely on.

Which means most of what makes your business work is not actually yours yet.

Forty years of process automation has tried to fix that and mostly failed. AI is the first technology that can.

We have tried flow charts, process maps, workflow software and training programmes. For most businesses, none of them really worked.

Not because the humans did not try, although some of us did not. Because it is hard. The work was only ever partially done, even less adhered to, and rarely delivered the desired result.

This is one of the ways AI can meaningfully help all businesses in 2026.

A recorded conversation can become a process. A process can become a repeatable workflow. The mystery that makes a senior person good at their job, the patterns they apply without thinking, can finally be drawn out and made useful to the business they are so integral to.

Unlock the expertise sitting in your people's heads, encode it in a form an AI system can use, then wire the AI in on top of the encoded knowledge and you have built something that compounds.

The point is not to replace the expert. It is the opposite.

The routine decisions, the same old questions, the stuff that consumes their day and their will to live. AI loves that stuff, and leaves people to do the work that uses their judgement, their creativity, and the parts of the job they came to do.

That is the pro-worker principle, thanks Nate B. Jones, and that is the foundation of Walking With Robots.