Case StudiesConcept
Document Operations
A document package is received, extracted, validated against what the process requires, and chased until it is actually complete.
This workflow has been designed. It has not been deployed for a client, and is not presented as client work.
The problem
Processes that depend on paperwork stall on the one missing item nobody tracked. The work is not reading documents; it is knowing what is still outstanding and asking for it.
How it works today
Documents arrive by email in batches. Someone opens each, checks it against a mental or spreadsheet checklist, files it, and emails back about what is missing — repeatedly, without a record of what was already asked.
What the workflow automates
Extract structured fields from received documents
Validate against an explicit required-document registry
Track each requirement as UNKNOWN, MISSING, SATISFIED, or INVALID
Generate targeted requests for only what is genuinely outstanding
Advance automatically once every requirement is satisfied
Where humans stay in control
A person reviews extracted values before they become authoritative
AI proposes classifications; it never silently alters a record
Outbound requests to the counterparty require approval
Your business has a version of this.
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