What Are AI Employees?
An AI Employee is an autonomous worker your AI Wingman spawns when work turns repeatable. It runs on a schedule or trigger, watches the outcome, reports what's working and what isn't, and escalates to a human 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 repeatable, the Wingman spawns an AI Employee that runs, watches, and reports back.
Emma's paid-conversion solve ships a discount campaign and a dashboard. The solve is done — but someone has to watch it: are redemptions converting, is the offer working, is anything breaking? That's repeatable work with a proven procedure behind it, so her Wingman spawns a Campaign Monitor: it checks conversion and redemptions daily and reports what's working and what isn't. Emma never wrote a config. The AI Employee inherited its job from the solve itself — grounded in the same approved expertise, so nothing about how it works is improvised.
Run, watch, report back
- Run. Its job executes on a schedule (every morning, every week) or on a trigger (a new lead, an off-trend metric, a message in a wired channel).
- Watch. It keeps a visible watch log — what it checked, what it found, what it did — so 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 — "the discount code fails on annual plans at checkout; I've flagged Alex and paused those sends" — it names a human and hands over. Escalation is a feature, not a failure.
AI Employees on duty
| AI Employee | Born from | What it does |
|---|---|---|
| Campaign Monitor | A growth solve | Checks conversion & redemptions daily; reports what's working and what isn't |
| 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 reports the diagnosis to the team in Slack |
| 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 Campaign Monitor watches the campaign. It doesn't wander.
- Observable. Watch 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. 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're 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 repeatable — it runs, watches, reports back, and escalates to a human when something looks off.
How is one created?
Spawned from a proven solve, inheriting its approved expertise. Nobody writes a config; nothing is improvised.
What does it do day to day?
Runs its job on schedule or trigger, keeps a watch 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; 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.