MANAGEMENT & REPORTING
AI automation for reportsMore time understanding the numbers.
The week is nearly over, but the report is still being assembled. We collect the agreed data and prepare a summary for your team to check.
I have a process like thisManagers and teams preparing recurring reports from several sources.
TRY THE EXAMPLE
From sources to report.
| A | B | C | |
|---|---|---|---|
| 1 | Metric | Period | Source |
| 2 | Requests | Week 12 | CRM |
| 3 | Quotes | Week 12 | Quotes |
| 4 | Contracts | Week 12 | Contracts |
| 5 | |||
| 6 | |||
| 7 |
Three sources. A report to prepare.
The team still collects figures by hand from several spreadsheets.
A PROCESS THAT COULD WORK BETTER
Where does the time go?
Manual collection, formatting and copying leave less time to understand results. Missing sources can be mistaken for zero activity.
Choose one report, a clear period and agreed metrics. Confirm which source owns each number and who reviews the result.
WHAT WE BUILD TOGETHER
How it could work in your business
The example is adapted to your team's apps and rules.
- 01
Collect the sources
Read authorised data for the agreed reporting period and preserve its origin.
- 02
Prepare the report
Calculate metrics using agreed rules. AI prepares an explanation from the verified figures.
- 03
Check before sharing
Your team checks totals, missing sources and interpretation before distributing the report.
CLEAR LIMITS. HUMAN CONTROL.
What stays under human control
AI does not invent missing figures. Calculations follow explicit rules. Missing sources are marked, and your team approves the interpretation.
A PRACTICAL STARTING POINT
What we need to start
- An anonymised example of the current report
- The source and definition of each metric
- The reporting period and reviewer
We choose tools after checking access and requirements. This list does not imply an active integration or a partnership.
BEFORE IMPLEMENTATION
Questions about this process
Can you use our report format?
We start from your current example and agree on the fields and definitions.
Does AI calculate the totals?
Totals use agreed calculations. AI can prepare the written explanation from those figures.
What if a source is missing?
The report clearly marks it as missing. It does not silently treat missing data as zero.
Does your team work like this?
Tell us how you work today. We'll agree on where it makes sense to start.