How to Review an AI-Generated Spreadsheet Before Using It

A spreadsheet can look convincing even when its rows, formulas, or assumptions are wrong. When an AI agent creates or edits a workbook, the useful question is not whether it produced a file. It is whether the workbook contains the expected data and produces results you can check.

This guide describes a review workflow for Aiinak Sheets. The app provides spreadsheet workbooks, formulas, saved work, and revision tools. Supported agents can create, read, and edit workbooks within their ownership scope. Those capabilities still need a clear task and a review process.

1. Define the output before asking for a workbook#

Write down the columns, the source information, and the result you expect. For a supplier comparison, that might mean supplier name, item description, quoted quantity, unit, and the date of the quote. Avoid an instruction such as “make a complete business analysis” when the required data and calculations are undefined.

Tell the agent how to represent missing information. A blank cell, an explicitly marked unknown value, and a zero mean different things. An invented value should not be used to make a table look complete.

2. Inspect the source rows#

Compare a sample of workbook rows with the source material. Check names, units, date formats, and whether the agent combined records that should stay separate. Review duplicated rows and information copied from older versions of a file.

• Confirm that each column has a consistent meaning.
• Check that numeric values are stored in a usable form.
• Keep units visible where quantities could be confused.
• Separate actual source data from illustrative or estimated values.

If the workbook contains a small number of records, reviewing every row may be more useful than choosing a sample. Match the review effort to the consequences of using an incorrect result.

3. Check formulas with a small known example#

Use a calculation whose expected result you can verify independently. For example, an illustrative table with three item quantities of 2, 3, and 5 should total 10. This is a check of the selected cells and formula, not a benchmark of the product or an actual customer dataset.

Inspect the formula itself. Confirm the starting and ending cells, whether the formula should use an absolute reference, and whether newly added rows belong in the range. A displayed total can be correct for the current example while excluding the next row someone adds.

When a formula refers to another sheet or a special function, test it in the actual workbook. Do not assume support for every feature of another spreadsheet application.

4. Review the agent’s authorized scope#

Supported Aiinak spreadsheet tools can list workbooks, read ranges, create a workbook, and write supported values or formulas. Agent operations are scoped to the authorized principal. A request to edit an agent-owned workbook is different from permission to alter any workbook in the company.

Define the point where a person checks the result. Keep high-impact changes separate from preparation when your business process requires approval. Review the supported actions and ownership rules in a workflow demo before treating a spreadsheet as an automated operational system.

5. Save, compare, and review revisions#

Save the workbook and reopen it through the normal workflow. Check that the relevant data and formulas remain present. Use available revision history when comparing changes or restoring earlier work, and make sure you understand which version is now the current one.

A clear workbook name and a short note about the change can help the next reviewer. If another person must use the result, confirm their access and the supported sharing or collaboration process rather than assuming that every saved workbook is visible to the whole team.

Choose the correct destination for the result#

Use Sheets for working data and calculations. Use Docs when the deliverable is a reviewed Word document, and use Tellency ERP and CRM for business-module workflows that require structured operational controls. A spreadsheet is not automatically a replacement for procurement, inventory, or financial-system permissions.

Before adopting the workflow, confirm the workbook formats and advanced features you need. Keep a list of the formulas, imports, exports, and review steps that passed your representative check. That gives the team a concrete basis for deciding whether the app fits.

You can start a business workspace, then review app access and supported AI employee actions separately. Neither a storage upgrade nor a workspace name establishes that a spreadsheet has been checked.