business enterprise
Two Pooled Views Made Visual Documents Searchable
PULSAR indexes compact page summaries before exact rescoring across investment decks and diligence documents.
Summary
PULSAR indexes compact page summaries before exact rescoring across investment decks and diligence documents.
The production system searches page images directly instead of refreshing OCR and figure descriptions for changing visual documents. On ViDoRe V3, the authors report 15.1-times lower median vector-search latency than an unpooled setup with less than 0.01 absolute loss in NDCG@10 and Recall@10; production median vector search was 156 milliseconds. The deployment report covers 2.4 million pages across more than 3,000 deals since March 2026, but the claims come from the operating organization and paper authors.
Why it matters
PULSAR indexes compact page summaries before exact rescoring across investment decks and diligence documents.
Limits and context
No additional limitation was separately recorded.
Key claims
PULSAR indexes compact page summaries before exact rescoring across investment decks and diligence documents.
Evidence: source-2026-08-31-004
Sources
- arXiv preprint 2608.28572arXiv · primary research
Corrections
No corrections have been recorded for this story.