Median extraction time across 2.3M documents processed in Q4 2025
Tested against 50,000 handwritten and degraded documents; legacy OCR baseline
Invoices, BOLs, CN22s, ASNs, POs, packing slips, customs declarations, and more
While your team is still opening the attachment, Parse has already structured every field.
Every row is a decision. Every number is cited. This is not a feature list — it is a systematic elimination of alternatives.
| Metric | Parserecommended | Manual Entry | Legacy OCR | Generic AI |
|---|---|---|---|---|
Extraction SpeedFields processed per second, per document↳ Parse internal benchmark, Q4 2025, n=50,000 invoices | ~47 fields/sec | 0.4 fields/sec | 8–12 fields/sec | 15–22 fields/sec |
Handwritten AccuracyLot numbers, handwritten amendments, margin notes↳ Tested on 12,000 degraded/handwritten documents | 97.1% | ~84% (fatigue errors) | 41–58% | 72–79% |
Supported Doc TypesInvoice, BOL, CN22, ASN, PO, packing slip, customs↳ Full list available in API documentation | 47 types | Any (slow) | 3–6 templates | 8–14 types |
Multi-Currency ParsingUSD, EUR, CNY, JPY, GBP, INR, AUD, CAD — all in one pass | 34 currencies | Human judgment | USD/EUR only | 8–12 currencies |
API Response LatencyP95 end-to-end from upload to structured JSON↳ Measured on standard 2-page commercial invoice | 14s P95 | 4.2 min median | 28–45s P95 | 18–32s P95 |
Confidence ScoringPer-field extraction confidence with flagging | Per-field + auto-flag | None | Document-level only | Partial (no flagging) |
Fields processed per second, per document
Lot numbers, handwritten amendments, margin notes
Invoice, BOL, CN22, ASN, PO, packing slip, customs
USD, EUR, CNY, JPY, GBP, INR, AUD, CAD — all in one pass
P95 end-to-end from upload to structured JSON
Per-field extraction confidence with flagging
Faster than manual extraction
At 10,000 SKUs across 400 suppliers, that is 2,100 staff-hours returned to your ops team every quarter.
Invoices from six different carrier formats, handwritten lot numbers, CN22 customs forms, ASN files — Parse reads them all in a single API call.
No form. No sales call. Upload a real invoice, PO, or packing slip and watch Parse extract every field in under 14 seconds. Free. No account required.