Using AI for documents without losing the audit trail

Invoices, applications, IDs, and contracts create slow queues. AI can extract fields and suggest a type. It should not be the only copy of the truth.

Keep the file, the extract, and the decision

Store the original document, the extracted payload, and who approved the exception. That triad is what finance and operations can defend later.

Start with one document type that already has a template. Unstructured piles are a later problem.

Connect to the system of record

Extracted data only helps if it lands in CRM, ERP, or the case file with validation. A clever parser that dumps into email is another inbox.

UHM Tech designs document AI as a workflow step with retries, confidence thresholds, and human review.