Steven Kilner

Business & Process Advisor to AI Services Firms

Here’s a weird thought: your business processes throw away valuable signals on purpose. Not a flaw – but choices that made sense, until AI.

Everyone says reimagine your workflows with AI.

Nobody tells you how. The slide decks show the after-picture. They skip the moves that get you there.

Here is one move you can run against any process you own.

Find the signals that the process throws away. Or find the signals you never even looked for.

Every process carries more information than it uses, because a person can only look at so much. So the process gets built around what one human can handle: take the order in front of you, work it, move to the next. Don’t go digging. That was good enough when human attention was the only attention you had.

Wholesale distribution. A customer sends a twelve-line order. Your system prices it, checks stock, confirms it. Clean. The job got done.

Here is what the order also said, that nobody read:
– Four of those lines are items this account reorders like clockwork. But they are ordering two weeks early. Something changed.
– They always buy a filter with that pump. No filter on this order. They either bought it somewhere else or they forgot. We need to know.
– Their month to date order volume is a third smaller than normal. You cannot see that in one order. You see it across six.

That is not missing data. It is data that arrived, got processed, and got dropped, because the person working a hundred orders a day cannot handle it.

Let’s dig deeper. Some excellent signals never reach your process at all. That same customer just started a second shift and posted twelve job openings. They are scaling up. Their orders are about to climb, and you’re behind the curve already. A sharp rep who knows the account can get ahead of it. But no rep knows that across two hundred accounts.

Nobody is reading the outside world against your order book, because nobody ever could.

So the move, plainly: take any step you run and ask what information comes through it that no one acts on. Some of it is in the transaction (tier 1). Some of it is across transactions (tier 2). And some nuggets lie outside the current process entirely, whether inside the company (tier 3) or in the outside world (tier 4).The signals your order intake process throws away and how to use them with AI