Six vendors. 1,200 commercial invoices. One human-reviewed gold set. This is the benchmark we wish had existed before we built Floowed's extraction engine.
What we measured
Accuracy (line-item match), median extract latency, P95 latency, cost per document, and failure mode distribution.
Where Floowed sits
Median extract time: 3.2 seconds. P95: 8.1s. Line-item accuracy: 97.3% on standard invoices. Cost at scale: $0.004 per document.
The five failure modes
Handwritten annotations, multi-currency line items, non-standard date formats, merged cells, and vendor abbreviations. Every vendor hits all five. We handle the first three better than average.
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