How to Review an AI Assistant's First Week of Work

Quick answer

Review an AI assistant's first week by inspecting completed tasks against the briefs you gave it. Evaluate quality, source accuracy, communication authority, exception handling, and total supervision effort. Use specific examples to improve or stop individual workflows. A friendly interaction or a large number of generated outputs is not enough evidence to expand responsibility.

The first week is a learning period for both sides. You are testing the assistant's handling of your tasks, and also whether your briefs contain the context needed to do them well. A useful review separates those questions rather than treating every correction as either a product failure or a user mistake.

Prepare a small review packet

Choose several representative assignments. Include the initial instruction, supplied sources, assistant output, corrections, and available outcome evidence. Include at least one task that became ambiguous or blocked, if one occurred naturally.

For each assignment, record what you expected and what you accepted. If a message was meant to be sent, inspect the action evidence rather than only the draft. If a summary was meant to support a decision, check whether it preserved the relevant facts and uncertainty.

Avoid cherry-picking only impressive results. A review should explain where the workflow is reliable and where it still needs closer supervision.

Review five practical questions

Was the output useful?

Compare it with the acceptance criteria. Check omissions, unsupported claims, tone, and formatting. A polished document can still fail the task if it does not answer the intended decision.

Were sources handled correctly?

Inspect important claims against the source material. Look for outdated versions, missing context, and customer statements presented as broader conclusions.

Did it respect authority?

Check the account identity, recipient scope, and approval boundaries. Preparation and external execution should remain distinguishable in the record.

Did it handle blockers well?

A good blocked update explains the missing prerequisite, decision owner, and next step. It should not hide uncertainty behind a confident completion message.

Did it reduce your effort?

Include briefing, review, correction, and unfinished steps. Identify workflows that saved effort and workflows that created repeated coordination.

An illustrative first-week finding

A founder pilots meeting briefs and client update drafts. The meeting briefs are accurate but too long. The client drafts match the tone but repeatedly describe submitted work as approved.

These are different issues. The meeting brief may need a tighter output format. The client workflow needs a clearer status rule and source check before it can be trusted for external communication. The founder should not resolve both with a generic instruction to “be more concise and confident.”

The review leads to task-specific changes: decisions first in the meeting brief, and explicit separation of submitted and approved states in client drafts. The examples are fictional and do not describe measured Righthand performance.

A first-week review request

Review the selected assignments from this week using their original briefs and source material. For each, identify accepted outcomes, corrections, unsupported claims, authority questions, and unresolved steps. Separate unclear instructions from capability or execution gaps. Recommend one specific improvement per workflow and identify which tasks should remain reviewed. Do not assume a drafted artifact means an external action occurred. Include my recorded supervision time when assessing effort.

Make the final decisions yourself. The assistant can organize its record, but independent inspection is important when evaluating its own accuracy or authority handling.

Decide what to change next

Keep reliable workflows, improve those with a clear and fixable pattern, and pause those with unresolved capability or consequence issues. Expand only one responsibility at a time so you can see the effect of the change.

Provide approved examples as reusable standards. Correct the precise misunderstanding, preserve the relevant context, and remove obsolete instructions. If a workflow needs an account or tool it does not have, identify that gap instead of compensating with increasingly elaborate prompts.

Frequently asked questions

Should I wait a month before reviewing?

A short early review can catch repeated errors before they become habits. Continue evaluating as the task mix and permissions change.

Can the assistant grade itself?

It can prepare evidence and identify patterns. You should verify material claims and decide whether the outputs meet your standard, especially for consequential actions.

What should I inspect with Righthand?

Use the relevant task delegation, workflows, and security information to compare the intended assignment, available capabilities, and actual permissions.