Results
Measured outcomes from live builds
Numbers below come from the four case studies on this site — not blended marketing averages.
AP processing time
Minutes per invoice
Close cycle
Days from period-end
| Engagement | Platform | Before | After | Impact |
|---|---|---|---|---|
| Invoice automation | n8n | 45 min / invoice | 3 min / invoice | 140h / month |
| Month-end close | n8n | 12-day close | 4-day close | $36k / year |
| Budget vs actuals | KNIME | Tue/Wed delivery | Monday 7am pack | 8h / week |
| Cash flow forecast | Pi Agent | 4h weekly, 68% accurate | 20 min, 91% accurate | Daily 13-week model |
Case studies are written as implementation narratives. Company names are withheld.
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