Business & money
AI Data Entry Savings
Invoices, forms, applications, order lines. Document extraction is the most reliable AI saving there is — as long as you budget for exceptions and rework.
First-year net
$75,232
- Cost today
- $12,272/mo
- Cost after
- $5,336/mo
- Monthly saving
- $6,936
- Rework avoided
- $1,248/mo
- Payback
- 1.2 months
Hours freed
286 hours / month
About 2.2 full-time people's worth of capacity.
More than a full person's month of work removed — plan the redeployment before you switch it on.
Exceptions are the whole story
Automated records are charged here at fifteen percent of the manual handling time. Nothing is ever fully hands-off: low-confidence extractions get queued for a human, suppliers change their form layout, and someone has to watch the exception dashboard. Pipelines that pretend otherwise fail their first audit.
The rework line is where the real money hides. Correcting a wrong figure downstream costs several times what entering it cost, and accuracy gains compound through every report built on the data.
Set the automation rate from a sample run on your own documents, not from a vendor deck. Directional planning model, not financial advice.