Federal / Audit / Finance
Resubmit Checker
Exact public inventory example
Description
Finds similar previously submitted proposals to identify resubmissions and support review continuity.
AI / analytics pattern
Semantic similarity / embeddings
Automation level / stage
Pre-deployment
Expected benefit
Improved merit-review continuity and resubmission analysis
Controls / human review
Avoid using similarity scores as sole decision basis.