Start with a small, representative document collection and define the labels or questions your reviewers need. Check imported text and annotations against the originals before adding automated analysis, especially where layout or scanned pages affect interpretation.
Keep provenance and human review central to the workflow. OpenContracts provides MIT-licensed application code, but model calls and infrastructure can still cost money. Test search and extraction quality on difficult examples before using the system to support consequential document decisions.
