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Turn documents into verified data

Upload invoices and business documents. Nvnest extracts the fields you need, shows you exactly where each value came from, and lets your team review before it moves into your workflow.

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Nvnest.app — documents / INV-2291.pdf

INVOICE

Northwind Supply Co.

p.1 of 3
12 × Pallet wrap, 500 mm $1,860.00
4 × Thermal label roll $1,240.00
Freight and handling $1,180.00

INVOICE NO.

INV-2291

ISSUED

2026-10-02

BILLED TO

Cadence Labs

TERMS

Net 30

1
TOTAL DUE $4,280.00

Extracted fields

5 found
1

Total due

p.1 · total block

$4,280.00

Verified

Invoice number

p.1 · header

INV-2291

Verified

Vendor

p.1 · header

Northwind Supply Co.

Verified

Due date

p.1 · terms, line 3

2026-11-14

Review

PO reference

searched p.1–3

Not found

Needs input

3 verified · 1 to review · 1 missing

Approve & export

Illustrative interface. Which fields are extracted, and how confidently, depends on the document type and layout.

Platform

From documents to decisions

Nvnest helps your team move from a stack of files to information you can act on — with the evidence attached.

Source-linked fields

Every extracted value carries its source page and location. Click any field and see exactly where it came from.

Human review before export

Check each field against its source. Fix what needs fixing. Only verified data leaves your workspace.

Ambiguity detection

When a value is uncertain or missing, it gets flagged — never silently filled in. Your team decides.

Export verified data

Hand off only the information your team has checked and approved, in the format your next tool expects.

Known data boundaries

A documented path for how documents are parsed and what does or doesn’t reach an AI provider.

Structured output

Pull totals, dates, references, and parties into a consistent shape — ready for your CRM or ERP.

Workflow

Four steps. Zero manual typing.

Put document processing on autopilot and keep your day moving, at any scale.

Upload

Drag and drop any document or batch — ready in seconds.

Extract

Key figures, tables, and text are pulled automatically.

Verify

See results with visual highlights pointing to the source.

Export

Send verified data into your spreadsheet, CRM, or billing system.

Evidence, not just answers

Built for careful review

AI can make mistakes. Nvnest is designed to make them easier to spot — with a source reference on every field.

Field review — due date

Field 4 · due date

Needs review

2026-11-14

Source
p.1 · terms, line 3
Reason
Two dates on this page
Confidence
0.71 · below threshold

“Payment is due within 30 days of the invoice date. Late fees apply from 15 Nov.”

Confirm Correct value Corrected fields are logged

Review with full context

Every extracted field includes its source reference, so your team can check the evidence — not just trust an answer.

  • Source reference on every field

    Page and position, not a blank confidence percentage.

  • Visual highlights on the page

    See the region a value was read from.

  • Uncertain values raise a hand

    Two plausible dates means a flag, not a coin toss.

Trusted by teams in Finance · Logistics · Shared Services · Accounting · Procurement

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