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Your first 30 days with an AI employee: a week-by-week onboarding plan

Four sequential stepping stones leading from an unopened role toolkit through supervised task cards and approval gates to an orderly working desk, a calendar marking a month of onboarding.

Start an AI employee with no autonomy, approve everything in week one, then widen it one category at a time.

You would not give a new hire the company card, the shared inbox and no manager on day one. Treat an AI employee the same way. This plan works with any product. It starts with the AI doing almost nothing on its own, measures it against what you did before, and hands it more freedom one category at a time, with a clear rule for when to stop. The examples lean on OpenAssistant, which documents Manual, Confirmation Window and Autonomous levels set per action type.

The plan at a glance

When Goal Autonomy You produce
Day 0 Scope, owner, kill criteria None One-page job brief
Days 1 to 3 Accounts and least-privilege access; baseline None (read-only where possible) Access list; baseline numbers
Week 1 Approve-everything mode Every external action approved Daily 10-minute review
Week 2 First autonomy by category Low-risk categories only Approvals ladder, filled in
Week 3 Widen, watch the credit meter Per category Weekly review notes
Week 4 Decide: expand, hold or stop Per category Day-30 decision memo

Day 0: scope and owner

Write down, on one page:

  1. One workflow. Not “help with sales.” Something like “book first meetings with inbound leads” or “triage the support inbox.”
  2. One human owner, with a named deputy. The owner reads the weekly review and can switch the AI off.
  3. One main metric and two guard-rail metrics (for example, time per task, plus error rate and escalations).
  4. Kill criteria, agreed now, before anyone is emotionally invested. See the end of this plan.
  5. What it must never do. Start with money, legal statements and anything regulated. Our guide on what to hand to each has a decision grid.

Days 1 to 3: accounts, access and a baseline

Give it the least access that works

Official guidance points the same way. The joint CISA and international partners’ guide on agentic AI says to avoid granting broad or unrestricted access, especially to sensitive data or critical systems (CISA). The UK NCSC adds: avoid long-lived credentials, and if you cannot understand, monitor or contain an agent’s actions, it is not ready for deployment (NCSC).

In practice:

Measure the baseline before you switch it on

You cannot call it a success without a before. For two or three days, record:

Metric How to measure Before Week 4
Tasks per week Count from calendar, inbox or ticket system
Minutes per task Sample 10 tasks with a timer
Time to first response Median over the week
Error or redo rate Tasks that needed a fix
Escalations to a manager Count
Cost per task Your worksheet total ÷ tasks (see the cost worksheet)

Week 1: approve-everything mode

For the first week, nothing leaves the building without a person seeing it. Several products that send on your behalf have this mode. Examples from vendors’ own pages:

Each day, spend ten minutes on what it did. Log every correction in a simple sheet with three columns: what it did, what you changed, why. Those “why” notes become next week’s instructions. Make sure the AI cannot approve its own work. OA’s trust page says the assistant cannot approve its own work (OA trust); ask any vendor the same question.

Week 2: expand autonomy by category

Do not widen autonomy globally. Widen it one category at a time: for example, scheduling internal meetings, then logging notes, then sending routine replies. Here is a ladder you can use.

Level What it means Move up when
0. Shadow The AI drafts; a person does the real work and compares Drafts are usable 9 times in 10
1. Approve each Every external action needs a yes 20 in a row approved with no edits
2. Approve by category Internal and read-only actions are automatic; external or irreversible ones still ask Two weeks clean in the category
3. Window The action proceeds unless a person objects in time A month clean, and the action is easy to undo
4. Autonomous, sampled It acts; a person audits a sample and the log weekly Only for low-risk, reversible categories

The thresholds are our rules of thumb, not vendor guidance. Set your own on Day 0. Weeks run from day 4, after the baseline, so week 4 ends around day 31. Levels 3 and 4 need a clean month first, so in a 30-day plan most categories will stay at Level 1 or 2.

Mapping the ladder to real products

Names differ, so check the product you actually use. For OpenAssistant, the help center describes Manual, Confirmation Window and Autonomous levels, set globally or for specific action types (OA help center). Its scheduling page names three levels differently: Ask me first, Hold for review and Autonomous (OA scheduling). The help center also describes separate Supervised, Semi-Supervised and Unsupervised settings. Our research found the level names differ across OA pages, so read the setting labels in the live app before you rely on this mapping. Pick the strictest reading when in doubt.

One warning from OA’s own help center: a Confirmation Window is not the same as Manual approval (OA help center). If you do nothing during the window, the assistant proceeds. That is Level 3 on our ladder, not Level 1. Treat any “proceeds if you do nothing” setting as a real grant of autonomy.

Rough mapping: Manual is Level 1. 11x’s “Review every message” is Level 1, and its autopilot is Level 4. HubSpot’s review-before-send is Level 1, and its fully autonomous mode is Level 4. Your category-by-category settings are Level 2.

The weekly review

Thirty minutes, same time each week, owner and deputy present. Agenda:

  1. Numbers. Compare each metric with the baseline.
  2. Sample. Read ten items at random, not just the ones flagged. Include at least one escalation.
  3. Log. Anything unexpected in the action log? Anything it read or touched that it should not have?
  4. Credits. Compare credit use with budget. Plans vary: OA says there is not always a fixed credit cost for a request and that unused plan credits do not roll over (OA help center). Lindy says monthly credits do not roll over (Lindy pricing).
  5. Instructions. Update the written brief with this week’s corrections.
  6. Decision. Move one category up the ladder, hold, or move one down.

Weeks 3 and 4: widen carefully

Add one category per week at most. After each change, watch the next ten items closely. If anything goes wrong, drop that category one level and write down why. By day 25, draft your decision memo: what you measured, what it cost, what you will expand, what you will not.

Kill criteria

Agree numbers on Day 0. Examples of triggers to pause or stop:

Know your off switch before you need it. OA’s trust page describes an account-wide stop that halts every pending and in-flight action (OA trust). Whatever you use, test the stop in week 1, and write down how to revoke each connection. If you leave, check what happens to your data. OA says data is retained until you delete your account and that deletion is permanent (OA pricing, OA help center).

Sample written instructions for an AI employee

Adapt this to your workflow. Keep it to one page. Update it weekly.

Day 30: decide

Fill in the table from Day 1 to 3 with week 4 numbers. Then choose:

Frequently asked questions

What should I do in the first week with an AI employee?

Run approve-everything mode: nothing leaves the building without a person seeing it. Spend ten minutes a day on what it did, log every correction with the reason, and make sure the AI cannot approve its own work.

How much access should an AI employee get?

The least that works. Connect only what the first workflow needs, such as one mailbox, one calendar and one folder, prefer read-only first, and write down what is connected and how to revoke it. The CISA guide on agentic AI says to avoid broad or unrestricted access.

When can I give it more autonomy?

From week 2, one category at a time and low-risk categories first. Treat any setting that proceeds if you do nothing as a real grant of autonomy: OpenAssistant’s help center says a Confirmation Window is not the same as Manual approval.

When should I stop?

Agree kill criteria on day 0. At day 30, choose expand, hold or stop. Stop if a kill criterion was hit or the owner cannot defend it: revoke access, export what you need and cancel.

Try OpenAssistant

To set up an assistant with approval levels per action type and an account-wide stop, Try OpenAssistant. It has a free Starter plan, and the paid plans are on the OpenAssistant pricing page.