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Endowmatch

lightbulb Proposed as a new solution to AI powered co-investment platform for university endowment funds

AI-powered platform could allow endowments scalable access to vetted direct investment options with less internal workload or expertise required.


MAP Idea


  • Build the core AI model to analyze publicly available deal data to generate risk/return scores.

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  • Partner with 1-2 top VC/PE funds to gain access to metadata on recent non-public deals to expand the training data.

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  • Create a basic profile builder for endowments to outline preferences like sectors, deal sizes, returns targets.

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  • Develop a simple dashboard displaying 10-20 curated opportunities per month based on endowment profiles and AI analysis.

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  • Include key deal details, financials, AI assessment but no full due diligence package yet.

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  • Allow endowments to indicate interest directly on the platform in a poll/survey format.

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  • Gather feedback on deals, opportunity pipeline, and platform usability.

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  • Integrate with a small number of endowments initially as beta-testers.

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  • Iterate based on feedback - add more funds, improve AI models, expand data/analytics on deals.


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