The three tests for a first project
- It repeats. Daily or weekly, so the time saved adds up and the pilot produces evidence quickly
- It is text-heavy or messy. Reading documents, sorting email, drafting the same kinds of replies. If it is purely rules, plain automation is cheaper and more reliable than AI
- A mistake is catchable. A person reviews the output before it reaches a customer, a payment or a record
Time the task as it is done now. The recurring work calculator turns minutes a week into hours and dollars a year.