What Are AI Employees?
An AI Employee is an autonomous worker your AI Wingman spawns when work turns into a routine. It runs on a schedule or a trigger, watches the outcome, reports what is working and what is not, and escalates to a person when something looks off.
The order matters. First a real problem gets solved by a person and their Wingman. Then, and only then, the repeatable part of that solve becomes an AI Employee. Autonomy is the last step of proven work, never the first step of a hopeful demo.
Spawned, not hired
When work turns into a routine, the Wingman spawns an AI Employee that runs, watches and reports back.
Emma's annual-plan solve ends with a dashboard shared in #product and a fix going live in fifteen minutes. The solve is done, but someone has to watch it: did conversion recover, is the discount code behaving, is anything else breaking? That is repeatable work with a proven procedure behind it, so her Wingman spawns an Annual-plan Monitor: it checks conversion every hour and posts what changed in #product. Emma never wrote a config. The AI Employee inherited its job from the solve itself, grounded in the same expertise, so nothing about how it works is improvised.
Run, watch, report back
- Run. Its job executes on a schedule (every hour, every morning, every week) or on a trigger (a new lead, an off-trend metric, a message in a wired channel). Your home page lists them as Routine Jobs.
- Watch. It keeps a visible log: what it checked, what it found, what it did. Its work is inspectable, not mysterious.
- Report back. Outcomes land where the team lives, usually Slack: the number, the trend and what changed since last time.
- Escalate. The moment reality diverges, "conversion is still down after the fix went live; I've raised a ToDo for Alex", it names a person and hands over. Escalation is a feature, not a failure.
AI Employees on duty
| AI Employee | Born from | What it does |
|---|---|---|
| Annual-plan Monitor | A growth solve | Checks conversion hourly; posts what changed in #product |
| Lead Follow-up | A sales-cadence solve | Checks every new lead each morning; nudges the owner in Slack |
| Checkout Drop-off | A funnel RCA | RCAs anything off and posts the diagnosis to the team |
| Escalation Triage | A support solve | Classifies new escalations, flags repeat offenders and SLA risk |
| Weekly Business Review | A reporting solve | Assembles the WBR from live data, on schedule, with the team's definitions |
| Competitor Watch | A research solve | Monitors moves that matter and briefs the team on changes only |
The guardrails
- Born from approved expertise. An AI Employee only exists downstream of a proven solve. The trust argument is in Trusted AI agents.
- Scoped to one job. The Annual-plan Monitor watches annual plans. It does not wander.
- Observable. A log, reports and a named owner. You can always see what it did and why.
- Biased to escalate. Off-plan means pause and ping, not push through.
Wingman vs AI Employee
A Wingman is a personal teammate: it works new problems with one person, in conversation, and asks colleagues' Wingmen when the work depends on them. An AI Employee is an autonomous worker: it runs one proven job for the team, on its own clock. Wingmen solve; AI Employees keep. Together they are the loop: solve it once, keep it running, and the team moves to the next problem. See what teams hand to their AI Employees.
Frequently asked questions
What is an AI Employee in one sentence?
An autonomous worker your Wingman spawns when work turns into a routine. It runs, watches, reports back and escalates to a person when something looks off.
How is one created?
Spawned from a proven solve, inheriting its expertise. Nobody writes a config; nothing is improvised.
What does it do day to day?
Runs its job on schedule or trigger, keeps a log, reports in Slack, and raises its hand the moment something diverges.
What keeps it safe?
Born from approved expertise, scoped to one job, fully observable, and biased to escalate rather than push through.
Wingman vs AI Employee?
The Wingman works new problems with one person and asks colleagues' Wingmen. The AI Employee runs one proven job for the team. Solve vs keep.
Put an AI Employee on the watch
Solve one repeatable problem with your Wingman, then hand the watching to someone who never sleeps.