Live · Co-founder
Predict equipment failure from the invoices a client already pays.
Fleet managers usually learn a component is failing when it fails. This reads the maintenance invoices a client already pays and flags the pattern first, with no sensors or hardware to install.
- Cost per invoice
- $0.04–0.09
$0.50–2.00 - Units committed
- 1,200+
pre-launch - Overspend caught
- 2 months
10-month audit
Parsing with a vision model alone ran $0.50–2.00 an invoice, which does not survive tens of thousands of PDFs. A hybrid Reducto + Claude pipeline, batched 100 at a time, brought it to pennies, feeding a 120+ component health taxonomy and a RAG assistant over the fleet data. Client, product name and site withheld by choice.