Every number you track, watched for surprises
Once a measure is approved, the sweep checks it for unusual moves in every part of the business whenever an administrator runs it.
LiveWhat does Generative Exception Sweep do? Coverage follows the measures you approve, instead of a fixed list of nine measures.
How it works
When an administrator or analytics steward runs the sweep, Kinnow checks each approved measure across every part of the business, such as branch, product group or customer segment. It learns the normal weekly pattern for each part and flags unusual moves in an alerts list. Coverage grows as you approve new measures. Each run reports what it skipped rather than hiding it.
Widens the older fixed set of nine watched measures to every approved measure and every part of the business.
Step by step
- Your company approves a measure. A measure is a number with an agreed meaning, such as weekly sales, or purchase value. Drafts are left out.
- An administrator runs the sweep, and it checks the measure across every approved cut. For each measure, it looks at each approved way of slicing the business: branch, product group, customer segment and so on.
- It learns what normal looks like. For every slice it builds the usual weekly pattern from previous weeks.
- It tests the latest week against that pattern. A slice that moves far outside its own usual range is flagged. The check is plain statistics, with no AI model involved.
- Flags land in the Anomalies list. They are ranked by severity, with the probable cause and what is affected.
- A person reviews and resolves. You add a note when you resolve one, so the list shows what has been looked at.
Ask us to run the sweep on one measure from your own data.
What you see on screen
| On the screen | What it shows |
|---|---|
| Anomalies | Deviations sorted by severity, reached from the Intelligence rooms in Know. |
| Probable cause and Affected | A short explanation and which branch, product group or segment moved. |
| Resolve | A note box. Resolved items leave the active list. |
| Empty state | "No active anomalies detected" when nothing stands out. |
Who uses it
- Finance head: a sudden jump in one branch's expenses.
- Operations or sales head: a product group or segment that has gone quiet.
- Analytics steward: approves measures and starts the sweep.
See what would have been flagged in your numbers last month.
Related
- The older fixed checks: Anomaly Detector.
- Where measures and anomalies live: Know.
- Agreed definitions: certified business metrics.
- Entries that look wrong in the books: the journal fraud and error radar.
Questions
What is Generative Exception Sweep in Kinnow?
Once a measure is approved, the sweep checks it for unusual moves in every part of the business whenever an administrator runs it.
What changes for the business?
Coverage follows the measures you approve, instead of a fixed list of nine measures.
Is it available today?
Yes, it is live.
Does it use AI to decide what is unusual?
No. It compares each slice with its own usual weekly pattern using plain statistics. The explanation is a fixed template.
Will it watch a measure I have only drafted?
No. Drafts are left out. A measure is watched once it has been approved.
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