Can generated documents be messy, partial or contradictory?

**Can the documents contain defects?**

Yes. Defects are central to this workflow, because a set of perfect documents teaches nothing about sufficiency. A release can include documents that are:

- expired or outside a recency window - missing a page, signature or date - issued to a different name or entity from the case - internally contradictory, such as a stated period that does not match the transaction dates - correct but irrelevant to the case type

Each defect can be recorded in a quality flag, so a customer can filter or stratify by defect type.

**Are they scanned images?**

Do not assume so. Documents may be delivered as structured fields, rendered text or both. Image-based scans, handwriting or layout noise are a different build and should be scoped explicitly. If your customers need document vision, say so at the start and ask what the pilot would cover.

**Can I choose the mix of defects?**

A buyer can ask for a defect mix to be set in the scope, for example more near-miss cases for a harder evaluation set. Check the achieved mix in the sample and not only in the brief.

**Is any of it real?**

The output is generated. Inspect samples for grounding and for any resemblance to real records before you pass them on.