Picture the weekly sales summary. Every Monday, someone on your team asks AI to write it, and every Monday they explain it again: group it by our product lines, put the accounts that need attention first, keep it to one page, write it for the directors.
Most weeks they remember most of it. The week they’re on leave, whoever covers starts from the beginning.
Where the know-how lives
Over a few months, that person has learnt a great deal about getting this report right. Which sections the directors actually read. The wording that once caused confusion. The figure that always deserves a second look.
All of it lives in their head, and in a trail of old chats.
Write it down once
Put the instructions in a plain document: what the task is for, who reads the result, the format, the rules, the things to watch for.
Next Monday, give AI the file along with the week’s figures. The instructions arrive complete, every time, whoever runs it.
Write it in plain words a person can read. The file serves your team as much as the AI: anyone can open it, see what the task involves, and improve it.
Let every correction improve the file
Here is where the file becomes worth more each week. When a result needs fixing, fix the file too. You can ask AI to do it: add what we just corrected to the instructions, so next week gets it right first time.
One edit, and every future run benefits. After a few months the file holds most of what your team has learnt about doing this task well.
Rules in files outlive rules in heads.
Keep the instructions and the material apart
Two things go into each run: the instructions, which stay the same, and this week’s material, which changes. Keep them in separate places. The instruction file stays clean and reusable, and this week’s numbers stay with this week.
Remember the intent
With the detail in the file, nobody has to memorise it. What’s worth carrying in your head is the intent: what the task is for, and what a good result looks like. That, plus the file, lets anyone on the team run the task and improve it.
A first step
Pick the AI task your team repeats most often. Write down the instructions you give each time, use the file next time, and improve it once.
In your department
- Sales & Marketing: The weekly pipeline summary keeps its shape when the file holds the product groupings, the order and who reads it.
- Accounts & Finance: Keep the month-end report’s instructions in a file, and whoever covers during leave closes the month the same way.
- Operations & Delivery: Each correction to the weekly status report goes into the file, so the next run gets it right first time.