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Theorem

Data-driven investment manager in marketplace lending

Overview

Theorem Marketplace Lending uses data science and machine learning to identify high-quality loans from online lenders and invest for institutional clients. It analyzes large datasets and combines quantitative models with credit insights to price loans and guide investments, focusing on short-duration loans to generate steady yields across cycles. It pools capital from endowments, foundations, sovereign wealth funds, pensions, healthcare organizations, insurance companies, and family offices, charging management and performance fees on returns. Its goal is to deliver predictable, risk-adjusted returns by disciplined credit selection in the marketplace lending space.

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About Theorem

Simplify's Rating
Why Theorem is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsQuantitative FinanceFinancial Services

Company Size

11-50

Company Stage

Seed

Total Funding

$2.6M

Headquarters

San Francisco, CA

Founded

2014

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What believers are saying

  • KBRA upgraded three Theorem Funding Trust tranches on October 30, 2026.
  • KBRA cited increased credit enhancement and timely interest payments through September 2026.
  • Pagaya says the combined platform exceeds $3 billion AUM after acquisition.

What critics are saying

  • Edmundson’s 2025 firing triggered ICC arbitration alleging investor-sabotage and retaliation.
  • Delaware Chancery ordered Theorem to fund Edmundson’s defense on September 14, 2026.
  • The company now depends on Pagaya, making the original standalone franchise effectively gone.

What makes Theorem unique

  • Pagaya’s 2024 acquisition put Theorem inside a $3 billion AI credit platform.
  • Its CLIP model licenses underwriting to originators, not just funds buying loans.
  • September 2026 launch added white-label secondary-market infrastructure for tokenized assets.

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Funding

Total Funding

$2.6M

Below

Industry Average

Funded Over

2 Rounds

Notable Investors:
Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Below Average

Industry standards

$3.3M
$130k
$1.5M
$2M
$2.3M
$3M

Benefits

  • Competitive salary, bonuses, and equity
  • Covered medical, dental, vision, & life insurance
  • Unlimited vacation days
  • Parental leave
  • 401k contributions
  • Paid team offsites and catered meals
  • Opportunities for remote work
  • Training resources & conferences reimbursed
  • Equity plans
  • Referral bonuses
  • Sponsorships available

Growth & Insights and Company News

6 month growth

-51%

1 year growth

-53%

2 year growth

-53%

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