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Invofox vs Rossum: any document, not just AP and accuracy in the contract.

Rossum is built for AP teams automating invoices through a human-in-the-loop review UI. Invofox gives engineers one API — validated, structured JSON from any document, fully automated, with 99%+ accuracy and you only pay for the pages we get right.

Example IKEA invoice documentExample mortgage closing disclosure documentExample employee payslip documentExample media services invoice documentExample advertising services invoice document
Extracted Data · Invoice conf 0.99
1
2 ·· "document_type" "invoice"
3 ·· "extracted_at" "2025-09-29T10:00:00Z"
4 ·· "document"
5 ···· "invoice_number" "BORD_282_2025 / 0006806"
6 ···· "original_reference" "SIM_282_2025 / 1083480"
7 ···· "invoice_date" "2025-09-29"
8 ···· "purchase_date" "2025-09-17"
9 ···· "currency" "EUR"
10 ···· "status" "PAGADO"
11 ···· "seller"
12 ······ "name" "IKEA IBÉRICA S.A."
13 ······ "tax_id" "A28812618"
14 ······ "address" "Av. Matapiñonera Nº9, 28703 San Sebastián de los Reyes, Madrid"
15 ····
16 ···· "buyer"
17 ······ "name" "Windel SL"
18 ······ "tax_id" "B58372914"
19 ······ "address" "Av. de la Innovación 18, 41020 Sevilla, ES"
20 ····
21 ···· "line_items"
22 ······
23 ········ "article" "00567856"
24 ········ "description" "FÖRBÄTTRA PNL LAT 62X80 BLANCO MATE"
25 ········ "qty" 2
26 ········ "unit_price" 39
27 ········ "amount" 78
28 ········ "tax_base" 64.46
29 ········ "vat_pct" 21
30 ········ "vat_amount" 13.54
31 ······
32 ······
33 ········ "article" "10273189"
34 ········ "description" "VOXTORP FRNT C 60X10 BLANCO MATE 2UN"
35 ········ "qty" 1
36 ········ "unit_price" 25
37 ········ "amount" 25
38 ········ "tax_base" 20.66
39 ········ "vat_pct" 21
40 ········ "vat_amount" 6.48
41 ······
42 ······
43 ········ "article" "10301960"
44 ········ "description" "UTRUSTA RIEL HORNO GALVANIZADO"
45 ········ "qty" 1
46 ········ "unit_price" 12.5
47 ········ "amount" 12.5
48 ········ "tax_base" 10.33
49 ········ "vat_pct" 21
50 ········ "vat_amount" 2.17
51 ······
52 ······
53 ········ "article" "10417041"
54 ········ "description" "MA ACC EX 30 H"
55 ········ "qty" 1
56 ········ "unit_price" 79
57 ········ "amount" 79
58 ········ "tax_base" 65.29
59 ········ "vat_pct" 21
60 ········ "vat_amount" 13.71
61 ······
62 ······
63 ········ "article" "10418899"
64 ········ "description" "VOXTORP P 30X80 BLANCO MATE"
65 ········ "qty" 1
66 ········ "unit_price" 33
67 ········ "amount" 33
68 ········ "tax_base" 27.27
69 ········ "vat_pct" 21
70 ········ "vat_amount" 5.73
71 ······
72 ····
73 ··
74
1
2 ·· "documentType" "closing_disclosure"
3 ·· "closingDate" "2013-04-15"
4 ·· "settlementAgent" "Epsilon Title Co."
5 ·· "fileNumber" "12-3456"
6 ·· "property"
7 ···· "address" "456 Somewhere Ave, Anytown, ST 12345"
8 ···· "salePrice" 180000
9 ··
10 ·· "borrower"
11 ···· "name" "Michael Jones and Mary Stone"
12 ···· "address" "123 Anywhere Street, Anytown, ST 12345"
13 ··
14 ·· "seller"
15 ···· "name" "Steve Cole and Amy Doe"
16 ···· "address" "321 Somewhere Drive, Anytown, ST 12345"
17 ··
18 ·· "lender" "Ficus Bank"
19 ·· "loanTerms"
20 ···· "amount" 162000
21 ···· "interestRate" "3.875%"
22 ···· "term" "30 years"
23 ···· "monthlyPayment" 761.78
24 ···· "prepaymentPenalty" "Up to $3,240 (first 2 years)"
25 ··
26 ·· "projectedPayments"
27 ····
28 ······ "period" "Years 1-7"
29 ······ "principalInterest" 761.78
30 ······ "mortgageInsurance" 82.35
31 ······ "escrow" 206.13
32 ······ "total" 1050.26
33 ····
34 ····
35 ······ "period" "Years 8-30"
36 ······ "principalInterest" 761.78
37 ······ "mortgageInsurance" 0.00
38 ······ "escrow" 206.13
39 ······ "total" 967.91
40 ····
41 ··
42 ·· "closingCosts" 9712.10
43 ·· "cashToClose" 14147.26
44
1
2 ·· "documentType" "payslip"
3 ·· "periodYear" 2025
4 ·· "issueDate" "2026-05-14"
5 ·· "consultant" "415802"
6 ·· "employer"
7 ···· "mandant" "7184"
8 ···· "name" "Marquardt & Söhne GmbH"
9 ···· "address" "Königsallee 47, 40212 Düsseldorf"
10 ··
11 ·· "employee"
12 ···· "name" "Heinemann, Friedrich-Wilhelm"
13 ···· "persNr" "0327"
14 ···· "vkz" "K2P"
15 ··
16 ·· "totals"
17 ···· "ravRate" 21.87
18 ···· "kpvRate" 20.52
19 ···· "bgrs" 134134
20 ··
21
1
2 ·· "document_type" "invoice"
3 ·· "confidence" 0.98
4 ·· "invoice_id" "1277139"
5 ·· "invoice_date" "2016-02-29"
6 ·· "vendor" "Cox Media West"
7 ·· "vendor_address" "P.O. Box 165355, Atlanta, GA 30348"
8 ·· "client" "Trump Political NCC MW"
9 ·· "client_id" "161827"
10 ·· "contract_id" "1219837"
11 ·· "estimate_id" "504"
12 ·· "po_number" "62246950"
13 ·· "bill_cycle" "02/16"
14 ·· "asst_exec" "NATIONAL_ARKANSAS"
15 ·· "payment_terms" "Net 30"
16 ·· "net_advertising_fee" 1663.00
17 ·· "total" 1663.00
18 ·· "currency" "USD"
19
1
2 ·· "documentType" "invoice"
3 ·· "invoiceNumber" "INV-784232"
4 ·· "orderNumber" "11450414"
5 ·· "invoiceDate" "2016-07-31"
6 ·· "period" "2016-06-27 / 2016-07-31"
7 ·· "billTo"
8 ···· "name" "Creative Communications (EDI)"
9 ···· "attention" "Susan Kines"
10 ···· "address" "P.O. Box 24189, Greenville, SC 29616"
11 ··
12 ·· "remitTo"
13 ···· "name" "Spectrum Reach"
14 ···· "address" "PO Box 952993, St Louis, MO 63195-2993"
15 ···· "phone" "844-634-2216"
16 ··
17 ·· "agency"
18 ···· "name" "Creative Communications (EDI)"
19 ···· "agencyNo" "SCA2000"
20 ···· "aeName" "Blackwell, Donald R"
21 ··
22 ·· "customer"
23 ···· "name" "SC Sen Rep Caucus Dist 2 Larry Martin"
24 ···· "customerNo" "54851"
25 ···· "contractNo" "92756"
26 ··
27 ·· "lineItems"
28 ····
29 ······ "lineNo" 1
30 ······ "date" "2016-06-27"
31 ······ "timePeriod" "UD:05:00-09:00"
32 ······ "network" "CNN"
33 ······ "spotsOrdered" 4
34 ······ "spotsAired" 4
35 ······ "spotRate" 9.00
36 ······ "grossTotal" 36.00
37 ····
38 ····
39 ······ "lineNo" 2
40 ······ "date" "2016-06-27"
41 ······ "timePeriod" "UD:19:00-24:00"
42 ······ "network" "CNN"
43 ······ "spotsOrdered" 3
44 ······ "spotsAired" 3
45 ······ "spotRate" 11.00
46 ······ "grossTotal" 33.00
47 ····
48 ··
49 ·· "totalSpots" "7"
50 ·· "totalAmount" "69.00"
51
// SIDE BY SIDE

Everything Rossum does for invoices — for every document, with accuracy in your SLA.

Rossum is a strong choice if your problem is accounts-payable automation and you want a review queue where people verify every invoice. Invofox is the developer-first API for teams that want validated, structured data from any document type — fully automated, no review step, and accuracy in your SLA.

Capability Invofox Rossum
Built for
Developers — one API, structured JSON in, clean JSON out for any document type
AP and finance teams automating invoices, POs and order confirmations
Document coverage
Invoices, receipts, payslips, bank statements, contracts — any PDF or image
Transactional finance documents first (invoices, POs, orders); non-transactional types aren't the focus
Processing model
Fully automated — send a document, get schema-mapped JSON back, no human step
AI extraction plus a human-in-the-loop validation UI for review and correction
Setup model
No training, no templates — map your schema and go
Pre-trained transactional models, tuned over time on your reviewed documents
Pricing
Pay only for the pages we extract correctly — accuracy in the contract
Annual platform subscription, 1-year minimum; quote-only above the entry tier
Accuracy commitment
99%+ accuracy written into your SLA, validated against ground truth
High accuracy after review, but no pay-for-accuracy guarantee
Built-in validation
Cross-field business rules (totals, tax, dates) before delivery
Business rules and validations configured in the validation workflow
Zero-retention mode
Process, deliver, hard-delete — no copies, backups, or logs
Configurable retention windows; no zero-retention mode
On-prem / private cloud
Same API, deployed inside your perimeter
Single-tenant / preferred-region cloud only — no on-prem/VPC
Compliance
SOC 2 Type II, ISO 27001, GDPR
SOC 2 Type II, ISO 27001, GDPR

Why teams switch to Invofox.

  • 1 endpoint

    One API, no review queue.

    Send a document, get clean, schema-mapped JSON. No validation queue to staff, no UI to operate — Invofox drops straight into your codebase.

  • +99% accuracy guaranteed

    Accuracy in the contract.

    Per-field accuracy targets are part of your SLA, validated against ground truth. If a page isn't extracted perfectly, you don't pay for it.

  • $0 if we make a mistake

    Pay only for correct data.

    Every page where a mistake is reported through our API is credited back — no annual platform fee, no paying for pages we got wrong.

Common questions about switching from Rossum.

~/invofox / faq.json
migrate.json
1
2 ··"question" "Can I migrate from Rossum to Invofox?"
3
4 ··"answer" "Yes — most migrations take 1-2 days. Point your pipeline at Invofox's API and map the JSON output to your existing schema. There's no review workflow to rebuild; our team can help with the schema mapping if your fields are non-standard."
5
Integration migrate.json
main 0 errors 0 warnings UTF-8 LF JSON

Still have questions? Talk to us

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