AI employees and automation
How AI employees read data, decide, and act on their own, and how to run them well.
Asking a map a question and getting an answer with numbersType a question such as how many gyms are within 2 km of a street, and where the gaps are, and get counts, ratings, people per place and the emptiest parts of the circle.AI employees and automation · 2 November 2026 · 5 min readHow AI employees report their week, and how to read itEach AI employee gets a weekly report card: what it found against last week, the strong fits, an estimate of hours saved. How to read it and act on it each Monday.AI employees and automation · 2 November 2026 · 5 min readHow much should an AI employee do on its own?Ask me first, Act and tell me, or Fully on its own: how to choose the right level of independence for each AI employee, by what it sends and who reads it.AI employees and automation · 2 November 2026 · 5 min readOnly new results: why an AI employee should never send the same one twiceRepeats are the fastest way to get an AI employee ignored. How Only new remembers what it found, how it recognises an item, and when to use a 7 or 30 day window.AI employees and automation · 2 November 2026 · 5 min readRunning a team of AI employees from one inboxOne thread per AI employee, a short note each morning, an urgent note when something breaks, and replies in plain words that change it. How the Team inbox works.AI employees and automation · 2 November 2026 · 5 min readSetting a monthly budget for each AI employeeA budget per AI employee stops one busy flow spending what the others need. How the warning at 80% and the pause at 100% work, and how to pick and raise a budget.AI employees and automation · 2 November 2026 · 5 min readWhat an AI employee is, and how it differs from a workflowAn AI employee is a workflow given a job: a role, a patch to cover, a timetable and someone to report to. What changes for the people who run it, and what does not.AI employees and automation · 2 November 2026 · 6 min readWhen to make an AI employee ask before it sendsAn approval step holds a run until a person says yes. When it is worth the wait, how to approve item by item, and how to rewrite a drafted message before it goes out.AI employees and automation · 2 November 2026 · 5 min readWriting good instructions for an AI that scores placesDescribe a good result and a bad one, name the fields that matter, and say what to ignore. How to write scoring instructions that rank places the way your team would.AI employees and automation · 2 November 2026 · 5 min read
Put it to work
Every article here is something an AI employee in xMap Flows can do for you on live data.