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AU-02 · Operations

Document intake agent

The keying goes away. The judgement stays with your people.

What it does

The document intake agent watches an inbox or upload folder, reads each document whatever its layout, extracts the fields your process needs and creates a draft record for a person to confirm.

It keeps the source page beside every extracted value, so reviewers check in seconds rather than re-reading the document.

For teams that key the same details from PDFs, faxes and emails all day. The agent drafts the record; a person confirms it.

Uncertain fields are flagged, never guessed.

What it may and may not do

OperationSystemAccessNote
Read incoming documentsInbox or folderREAD
Extract fieldsInternalCOMPUTEConfidence per field
Suggest a queueInternalCOMPUTESuggestion only
Create draft recordTarget systemDRAFTConfirmation required
Make a decision on the caseTarget systemNEVERNot built

How autonomy is earned

  1. Level 1 · Shadow

    Extracts silently; results compared with what staff keyed.

    Risk: none

  2. Level 2 · Assist

    Draft records appear for confirmation, with source pages alongside.

    Risk: low, every record confirmed

Compatibility

Inputs
PDF, scanned fax, email, Word
Targets
Patient administration, case management, ERP

Probably not for you if

  • Handwritten documents as the main input
  • Processes where extraction is not the bottleneck

Questions we get asked

What accuracy should we expect?

It depends on your documents. We measure it on a sample of yours during discovery and report it field by field before you commit to a build.

Often used with

The full registry

Keying the same details all day?

Send us a dozen anonymised samples and we will show you what extraction looks like on your documents.