Keep the source intact.
Files need permissions, provenance and a controlled route into the system.
The document arrives through an approved channel.
A reference approach to document extraction and grounded answers. Explore where automation can help, and where people need to verify the result.
Scroll through three stages. Choose a step to see what it means, or switch the view to explore a different role.
Confidence cues make uncertain extraction visible.
Files need permissions, provenance and a controlled route into the system.
The document arrives through an approved channel.
OCR and AI can propose fields or answers, but uncertainty needs to be obvious.
Candidate fields are linked to source locations.
Verified content should help the next person without hiding its origin.
Approved metadata improves retrieval.
Permissions, versions and retention.
Review queues, corrections and escalation.
Buyer-specific accuracy and failure testing before claims.
No OCR accuracy, model quality, privacy certification, deployed AI system or buyer-data training claim is made by this concept.