Buyer profile
CEO or CFO of a mid-size company who prepares monthly or quarterly reports for the board of directors, partners, or senior management, where data consolidation and report drafting consumes between 1 and 3 days of team effort.
The problem
Preparing the management report involves extracting data from multiple sources (ERP, CRM, spreadsheets), consolidating it, drafting the narrative analysis, and formatting the presentation. The process is manual, repetitive, and prone to version errors. The CFO or their team invests time in assembly work that does not require their judgment, yet cannot easily be delegated.
What the agent does
An agent extracts key data from defined sources (sales, costs, cash, operational KPIs), consolidates it into a predefined structure, identifies relevant variances against the prior period or budget, and generates a report draft in the agreed format (Word document, Google Docs, or presentation). The draft includes narrative sections covering the most significant variances, ready for review and adjustment by the CFO or CEO.
Expected value
Can reduce management report preparation time by 50–70%, depending on the number of sources and the complexity of the format. The primary value is that the leadership team receives a structured draft on the same day the data closes, rather than waiting 2–3 days for consolidation work.
Pilot scope
One complete monthly report cycle. The agent processes the defined sources, generates the draft, and the team measures: preparation time before and after, number of corrections required in the draft, and a subjective assessment of the quality of the starting point.
If your team spends more than one day per month consolidating data for the management report, we can show you how to reduce that time with a scoped pilot. Complete the diagnostic form and we will respond within 48 hours.
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