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From Decks to Decisions: An Auditable AI Framework for Venture Capital

2025-10-23

Abstract excerpt

<title>Abstract</title> <p>Venture capital faces a paradox of scale and scrutiny: rising volumes of inbound deals, increasingly multimodal pitch materials, and higher expectations for rigor and fairness. We present an auditable AI framework that converts pitch decks into a rubric-aligned, evidence-linked embedding using a multimodal model, then trains leakage-aware classifiers for a progressive funnel (prescreen,...

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Literature Corpus work
38a8e0b0-8468-5611-8e1f-a2cce8301937
DOI
10.21203/rs.3.rs-7781525/v1
Open publication

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