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Assistance with a human decision point.

A reference approach to document extraction and grounded answers. Explore where automation can help, and where people need to verify the result.

Explore the workflow REFERENCE ARCHITECTURE · INTERACTIVE CONCEPT
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Explore the pattern

Follow the journey.

Scroll through three stages. Choose a step to see what it means, or switch the view to explore a different role.

CONCEPT EXPLORER01 / 03
weu. / concept
Ingest

Keep the source intact.

01Receive
02Classify
03Protect
Review suggested fields

Confidence cues make uncertain extraction visible.

01 / 03 · Ingest

Keep the source intact.

Files need permissions, provenance and a controlled route into the system.

The document arrives through an approved channel.

02 / 03 · Assist

Suggest, then verify.

OCR and AI can propose fields or answers, but uncertainty needs to be obvious.

Candidate fields are linked to source locations.

03 / 03 · Use

Make information findable.

Verified content should help the next person without hiding its origin.

Approved metadata improves retrieval.

What the pattern considers

Designed as a connected system.

01

Source control

Permissions, versions and retention.

02

Human oversight

Review queues, corrections and escalation.

03

Evaluation

Buyer-specific accuracy and failure testing before claims.

Scope & evidence

No OCR accuracy, model quality, privacy certification, deployed AI system or buyer-data training claim is made by this concept.