The fastest way to make automation fail is to introduce it before people trust it. A team that does not believe the numbers will quietly keep their own spreadsheet on the side — and now the business has two sources of truth instead of none.
Trust is built in the open
Trust comes from showing the working: making it clear where data comes from, what the system does with it, and what happens when something looks wrong. Automation adopted with that confidence becomes part of how people work. Imposed without it, it becomes something to work around.
The responsibility is not merely to introduce new technology, but to help clients adopt it with confidence and purpose.