Test invoice data extraction accuracy against known correct values

Upload invoices in different formats and instantly see which fields the extractor got right or wrong.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("you upload an invoice")):::human s0["extract structured fields"]:::svc s1["compare to correct values"]:::task s2["display accuracy report"]:::task trig --> s0 s0 --> s1 s1 --> s2 out[/"per field accuracy report"/]:::out pay{{"confidence before trusting tool"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceA personResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Document Processing & OCRImage & Media ProcessingSurvey & FeedbackFinance & Accounting
Connects
Easybits

The problem it solves

You want to know how reliable your invoice extraction tool actually is before you trust it with real bills, but checking each field by hand against every version of a document is slow. Without a clear accuracy check, you're guessing at how much to trust the output.

Who it fits

Finance and operations teams evaluating an invoice data extraction tool before rolling it out.

How it works

  1. You upload an invoice, in any format or quality, through a form
  2. The extraction tool pulls out structured fields like invoice number and amount paid
  3. Each field is compared against the known correct values
  4. A pass/fail report with an overall accuracy score appears on screen
What you get

Accuracy scores you check before trusting a tool

Upload sample invoices and see exactly which fields your extraction tool got right or wrong.

What you get

A per-field accuracy report showing where the extraction tool succeeded or failed.

What you need

An invoice extraction API account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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