What automates and what does not

Tagging a step is a judgement, and these are the rules that make it the same judgement every time, whatever the business.

The four conditions

A step can be automated when all four hold. Miss one and it stays with a person, or the step gets redesigned until it holds.

What stays with a person, in every business

• Taste and judgement. Which of two good options fits the brand, the client, the moment.
• Relationships. The conversation where trust is built or lost.
• Price and terms. What something is worth to this buyer, and what you will accept.
• Risk and liability. Anything where being wrong costs money, safety or reputation.
• The exception. The case the written procedure did not anticipate. Automation should recognise it and stop, not improvise through it.
• The final yes. Someone signs before it goes live, leaves the building, or reaches a customer.

What almost always automates

• Intake and triage. Turning a message, a form or a ticket into a structured record with the missing questions asked.
• Gathering. Collecting the documents, logs, prices, references or history a step needs.
• Drafting. The first version of anything: a spec, a page, a reply, a report, a plan.
• Checking. Running the rules against the work: tests, checklists, scores, comparisons.
• The fix loop. Reading a failed check and correcting the work until it passes.
• Packaging and handover. The delivery note, the deploy, the summary, the log of what was done.
• Chasing. Status, reminders, follow-ups, anything whose whole content is "where is this".

Three traps

"It needs judgement" is often "nobody wrote it down." Ask what the person actually considers. If the answer is a list, it is a rule and it can be written. If the answer is "it depends, you get a feel for it", it is judgement.

Automating a broken step makes it fail faster. If a step is unclear, unowned, or done differently by each person, fix it as a process first. A system built on it will enforce the confusion perfectly.

The last mile is where the time goes. Drafting is the easy 20%. Checking, fixing, packaging and handing over are the 80%, and those are exactly the steps people leave out of the count. Include them, or the number will flatter you.

Where the safety comes from

Automating a step does not mean trusting the AI to behave. The process lives in a server, and the server refuses what the process forbids: out-of-order work, missing evidence, self-reported scores, placeholder text, an edit after approval. Read how I work for what that looks like in practice.

That is why the four conditions include "checkable": a step nobody can check is a step nobody can enforce.