Pagaya, which uses AI to help manage asset-backed securities, raises $25M Series C led by Oak HC/FT
Kyle Wiggers / VentureBeat :
Context & Ripple Effects
In April 2019, Pagaya was still a private AI asset manager applying machine learning to institutional money in asset-backed securities, and this $25M Series C from Oak HC/FT sat midway through its funding arc — the round that preceded its later $102M Series D and, ultimately, its SPAC merger at a ~$9B valuation.
The round also fits Oak HC/FT's own pattern that year: months after backing Pagaya, the same firm led Ocrolus's $24M Series B for AI financial-document analysis, signaling a thesis around automating the data layer of institutional finance rather than a one-off bet.
First-order effects
- Pagaya gains $25M to scale its AI-driven management of asset-backed securities, with Oak HC/FT taking a lead position in a company that would more than quadruple its disclosed fundraising by its next round.
- Oak HC/FT consolidates a fintech-AI portfolio position, pairing Pagaya's asset-management algorithms with Ocrolus's document-analysis stack on its cap table.
Second-order effects
- Adjacent players read the same signal: FundGuard raised an AI investment-management SaaS round and ContractPodAI pulled in a $115M Vision Fund-led Series C, as investors funded software layers competing for the same institutional-finance workflows.
- Banks evaluating AI lending efficiency gained a better-capitalized vendor in Pagaya, raising the bar for incumbents' internal analytics builds versus buying the capability.
Third-order effects
- The trajectory from a $25M Series C to a public listing via SPAC points toward AI-native financial firms bypassing the traditional long private runway, compressing venture stages into public-market exits within a few years.
- If the pattern holds, institutional finance splits between firms that license AI decisioning from specialists like Pagaya and those still running manual analysis — reshaping who captures margin on credit and securities workflows.
The trend: AI-powered financial infrastructure is moving from niche venture bets to publicly listed platforms, with specialist investors like Oak HC/FT underwriting the automation of institutional money management.