Side-by-side comparison of AI visibility scores, market position, and capabilities
Data-driven litigation finance using ML to underwrite commercial cases; YC-backed. San Francisco CA; manages hundreds of millions in AUM; targets $500K+ disputes that larger funds pass on; proprietary models trained on millions of court records assess case merit and judge tendencies.
Legalist is a litigation finance company using data-driven underwriting to fund commercial litigation on a contingency basis. Founded in 2016 and headquartered in San Francisco, Legalist provides non-recourse capital to plaintiffs and law firms in exchange for a share of case proceeds, using proprietary machine learning models trained on millions of court records to assess case merit, judge tendencies, and likely outcomes. The company was founded by Harvard dropouts Eva Shang and Christian Haigh through Y Combinator.
NYC YC W20 private credit investment marketplace with $1B+ in deals funded at up to 20% returns; democratizing institutional private debt access for accredited investors as global private debt fundraising hit $196B in 2024.
Percent is a New York City-based private credit investment marketplace — backed by Y Combinator (W20) — providing accredited investors and institutions with access to private credit investment opportunities (asset-backed lending, corporate credit, structured products) that have historically been accessible only to large institutional investors, having facilitated over $1 billion in total deal funding with potential annualized returns of up to 20%. Founded in 2018, Percent operates in the rapidly growing alternative investments market where private debt fundraising reached $196.1 billion globally in 2024, democratizing access to an asset class that represents 50% of asset management industry revenue despite comprising less than 20% of assets under management.
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