construction · mid-market · Canada
HVAC business deploys AI invoice capture
Crews lost 49 hours a week to walking the site.
Implementation cost
$17,000
Annual savings
$115,600
ROI
680% first year
Payback
1.8 months
Hours saved / yr
3,400
Timeline
5 months
Success rating
3/5
Forecast accuracy
Not verified
Lessons learned
- • Clean the data before go-live
- • Renegotiate the service contract at year two
Solution deployed
Northwind Invoice AI — Reads supplier invoices, codes them to the right accounts and pushes approved entries into your accounting system.
Vendor: Northwind AI · 4.6/5 from 134 reviews · Within 1 business day · success rate 88%
Known limitations: Exception handling still needs a human approver
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