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AI business assistant · Capabilities

Spreadsheet, calculation and report analysis for business

How an AI business assistant checks spreadsheets, performs calculations, finds patterns and prepares a clear management report.

About 7 minutesPublished: 22 October 2025 at 15:30Updated: 31 August 2026 at 11:45
Business analysis workspace with charts, reconciliation table and calculation tools

Short answer

The assistant can interpret a spreadsheet's structure, verify calculations, compare periods and present conclusions clearly. It can prepare a new spreadsheet, chart or concise report, but should never invent missing figures. The exact workflow depends on the connected service, available source data and permissions configured for the business.

Business analysis tasks the assistant can support

The work can range from a simple recalculation to comparing information from several files.

  • Check totals, percentages, periods and units of measurement.
  • Find missing values, duplicates and unusual figures.
  • Compare planned and actual performance.
  • Prepare a table, chart or plain-language explanation for the team.

From source data to a clear conclusion

First define the meaning of columns and periods, then perform the calculations, and only then form the conclusion. This order reduces the risk of a polished but incorrect report.

ValueSpace

Business work, clearly controlled

Spreadsheet analysis
  1. Business owner

    Compare planned and actual monthly revenue in this workbook and explain the largest variance.

  2. ValueSpace

    The sheet has two columns labelled Actual: one includes refunds and one does not. Which definition should control the comparison?

  3. Business owner

    Use the net figure after refunds.

  4. Calculation checkedTotals reconciled to the source rows
  5. ValueSpace

    The largest net variance is in July. I added the calculation, source-row references and a plain-language explanation to a new review copy.

    Analysed workbook

    plan-vs-actual-review.xlsx

    Net revenue definition recorded with reconciled totals.

Conversation scenario: A spreadsheet conclusion waits for the metric definition The example checks an ambiguous column before calculating the comparison and returns a reviewable workbook.

What the owner still needs to verify

The assistant cannot know the meaning of internal indicators without context. Accurate work requires metric definitions, currency, period and rules for empty values.

How this works in ValueSpace

ValueSpace supports the workflow described in “Spreadsheet, calculation and report analysis for business” within the available data, connection and permissions. The visible result and approval boundary remain part of the same reviewable task.

  • The work can range from a simple recalculation to comparing information from several files.
  • First define the meaning of columns and periods, then perform the calculations, and only then form the conclusion. This order reduces the risk of a polished but incorrect report.
  • The assistant cannot know the meaning of internal indicators without context. Accurate work requires metric definitions, currency, period and rules for empty values.
  • An anonymised spreadsheet with a typical data structure.
  • Definitions of the indicators and the expected management conclusion.
  • An example of a report the team already uses.

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Frequently asked questions

The assistant can interpret a spreadsheet's structure, verify calculations, compare periods and present conclusions clearly. It can prepare a new spreadsheet, chart or concise report, but should never invent missing figures. The exact workflow depends on the connected service, available source data and permissions configured for the business.

What to prepare for a practical test

Use safe real examples, current source material and the current limits of the capability.

  • An anonymised spreadsheet with a typical data structure.
  • Definitions of the indicators and the expected management conclusion.
  • An example of a report the team already uses.

Related resources

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