Finance and ops teams can't trust AI extraction for invoices, receipts, and bank statements — because a silent error is worse than no extraction at all. FieldScore extracts your documents and scores the confidence of every single field, so you know exactly what to double-check.
No credit card. In beta — we're onboarding waitlist users first.
Five steps. The fourth one is the one nobody else sells.
Drop in invoices, receipts, bank statements, or purchase orders — PDF or image.
Vision + LLM models pull structured fields: vendor, dates, amounts, line items, tax IDs.
Each extracted value gets a confidence score based on source clarity, cross-field consistency, and model agreement.
Low-confidence fields land in a review queue. Approve or correct them in one click — only touch what needs touching.
Clean CSV with every field, its confidence score, and your corrections — ready for your accounting system.
Mock of an invoice extraction result. Amber = check it. Red = fix it. Green = trust it.
| Field | Extracted value | Confidence |
|---|---|---|
| Vendor name | Acme Supplies Ltd. | 99% |
| Invoice number | INV-2026-1042 | 98% |
| Invoice date | 2026-09-28 | 97% |
| Due date | 2026-10-2? — print smudged | 71% |
| Currency | USD | 99% |
| Subtotal | $4,820.00 | 96% |
| Tax amount | $386.00 | 94% |
| Total amount | $5,2?06.00 — digit ambiguous, total ≠ subtotal + tax | 52% |
| Tax ID | TX-882-104 | 95% |
7 of 9 fields auto-accepted. You review only the 2 that matter.
Illustrative mock-up of the extraction view — in beta.
Existing tools extract documents. We extract — and tell you what to double-check.
Tools in this category include Parseur and Docparser, which offer document extraction at roughly $39/mo+ pricing.
No other mainstream extraction tool sells field-level confidence as the core workflow — that's the whole point.
Simple, usage-based tiers. COMING SOON
For freelancers and small teams. Core extraction + confidence scoring + review queue.
For finance & ops teams. Higher volume, multi-user review queue, priority exports.
Usage-based volume tiers for high-throughput AP/AR pipelines. Talk to us.
Pricing is planned, not yet live — waitlist members get launch pricing and beta access first.
Join the waitlist. We'll email you when your beta seat opens.
No spam, ever. One email when beta opens, unsubscribe anytime.