Intelligent Document Processing

Get the data out of the PDFs.

Overview

What is Intelligent Document Processing?

Invoices, statements, contracts, forms. Someone in your organisation is retyping them into a system right now.

IDP reads those documents and extracts the fields you need with a confidence score attached, so the clean ones flow through and only the doubtful ones reach a human. That last part is what makes it work. Extraction that's 95% accurate sounds excellent until you ask which 5% went through unchecked.

We built this into AuditGanit for Indian CA firms, where the documents are unforgiving and a wrong figure has real consequences. The same approach applies to any high-volume document flow.

Services provided

Fields pulled out of documents without anyone retyping them
A confidence score on every extraction, so you know what to trust
Low-confidence documents routed to a person automatically
Straight-through processing for the ones that don't need eyes
An audit trail from extracted figure back to the source page
Insights

What the data says

"95% accurate" is meaningless without knowing what happens to the other 5%. Routing beats raw accuracy.

Documents are never as standard as the sample pack suggests. Budget for the messy ones. They're the whole job.

Why Ganexa

Where Ganexa stands out

Confidence scoring and routing come first, not in a later phase. Extraction without routing just moves the error somewhere quieter.

You can watch it working in AuditGanit rather than in a slide deck.

Every figure traces back to the page it came from, which matters when someone queries it a year later.

How we work together

Your engagement roadmap

Phase 1

Bring the ugly ones

1 week

We want your worst documents, not your neatest samples. The exceptions decide whether this works.

An honest accuracy baseline.

Phase 2

Build and route

3–5 weeks

Extraction, confidence thresholds, and the routing rule that decides what a human sees.

A working pipeline with review built in.

Phase 3

Tune the threshold

2 weeks

Run it on live volume and move the threshold until the review load and the error rate are both tolerable.

A tuned pipeline and a measured error rate.

Who this is for

Built for where you are

Finance and AP teams

"Two people spend their week typing invoices into the ledger."

We extract the fields, pass through what's clearly right, and send only the doubtful ones for review.

The typing stops. The checking stays, where it matters.

Accountancy practices

"Client documents arrive in every format imaginable and every figure has to be right."

This is what we built into AuditGanit: extraction with confidence, human approval, and a trail back to the source.

Faster processing without gambling on a figure.

Deliverables

What you walk away with

Extraction pipeline

Tuned on your real documents, including the ugly ones.

Confidence routing

Clean documents flow through; doubtful ones reach a person automatically.

Review queue

Somewhere for a human to resolve exceptions quickly.

Traceability

Every extracted value links back to the page and position it came from.

Measured error rate

What it actually gets wrong, on your documents, in writing.

Ready to put Intelligent Document Processing to work?

Book a free 30-minute discovery call, you'll leave with a clear, costed next step, no obligation. Or ask us anything: we reply within one business day.