AI LOOPS
Set it up once. It runs every week.
A loop is an AI employee, a schedule, a goal, and your review. The work happens on repeat without you starting it — and nothing ships until you say so.
ANATOMY OF A LOOP
Four parts. None of them need you daily.
A chatbot waits for your prompt. A loop has a job, a calendar, and a boss — you. Here is what happens on every run.
The agent does the work
On the schedule you set — say every Monday at 9am — the loop wakes up and your AI employee does its job: drafts the ad images, pulls the SEO numbers, writes the report. You did not start it. That is the point.
The work gets checked
Before the result reaches you, the loop can run a check on it — including a second AI, on a different model, reviewing the first one’s work and sending it back for a fix. Two different models catch more mistakes than one.
You review in chat
The finished run lands in your chat like a message from a colleague. Approve it, reject it, or say what to change — thirty seconds of taps. Nothing gets published and no money moves without your okay.
It runs again next week
Your feedback carries forward. Next Monday the loop runs again — same schedule, same goal, better output. That compounding is what makes a loop different from asking a chatbot for help one prompt at a time.
EXAMPLE LOOPS
Three loops you could start this week
Each one is a real recurring job, done by an AI employee you can meet, with your review before anything goes live.
Weekly ad-creative loop
Iris · Visual Designer →Every Monday, Iris generates five fresh ad image variants from your standing brief — your product, your brand, new angles. You approve two in chat, reject three, and say why. Next week’s batch starts from your feedback.
Weekly SEO loop
Sarah · SEO Manager →Every week, Sarah pulls your real search data, flags pages that are slipping, and drafts the fixes and content ideas — delivered as a report you can actually read. You decide what ships; she tracks whether it moved the numbers.
Weekly YouTube loop
Reel + Vince · Video Producer + Channel Manager →Each week, Reel produces a short video and Vince uploads it to your channel as unlisted, with title, description, and tags drafted. You watch it, tweak if needed, and flip it public. A channel that posts weekly, on a few minutes of your time.
Loops are built on missions — the scheduling engine underneath. Browse mission templates →
GUIDED BY GOALS
A loop without a goal is busywork on a timer
In Teamday, your AI employees carry goals — an outcome with a number attached, like “grow organic visits 20% this quarter.” You write the goal in plain English and approve it; the agent proposes the metrics behind it.
The goal is why, the loop is how
Every scheduled run starts with the agent's goal in front of it, so the weekly work always points at the outcome you approved — not at whatever seemed interesting that morning.
Check-ins keep it honest
Agents record progress against the goal with real numbers pulled from your tools — search data, ad platforms, your CRM — never invented. You see whether the loop is moving the number, week over week.
Missions are loops by default
Schedule + review is built into every mission. Together with goals, loops are guided: the schedule keeps the work happening, the goal keeps it aimed, and your review keeps it yours.
Curious who does the work and what they run on? Meet the agents → See the harnesses →
FAQ
Questions, answered
What exactly is an AI loop?
An AI employee, a schedule, a goal, and your review. In Teamday, every mission is a loop by default: it runs on the schedule you set, the agent does its job, the result waits for your approval in chat, and the next run learns from your feedback. Together with goals, loops are guided — they aim at a number, not just activity.
Can a loop publish things or spend money without me?
No. Publishing and spending sit behind approval steps. Social posts wait in a queue for your okay, YouTube uploads stay unlisted until you flip them public, and ad changes are shown to you before they touch a live account. If you skip a week of reviews, work piles up politely in chat — it does not ship itself.
How does a loop "check its own work"?
A loop can chain steps with checks between them. The strongest version is an actor-critic pair: one AI does the work, a second AI on a different model reviews it and can send it back for a revision before anything reaches you. Teamday runs its own company on this exact pattern.
How much of my time does a loop take?
Setup is one conversation. After that, your only job is the review: a few minutes per run to approve, reject, or redirect. The work itself happens on schedule whether you remember it or not.
Your first loop is one conversation away.
Pick one weekly job you keep skipping. Set the schedule, set the goal, and review the first run this Monday.
Start your first loop