Federal / Audit / Finance
Proposal similarity by program/division/directorate
Exact public inventory example
Description
Compares proposal summaries across organizational levels to assess similarity, overlap, and uniqueness.
AI / analytics pattern
Embeddings / cosine similarity
Automation level / stage
Pilot
Expected benefit
Portfolio insight and organizational planning
Controls / human review
Validate conclusions with program expertise.