Theorem
-23%
est. 2Y upside i
Theorem, acquired by Pagaya Technologies Ltd., uses data science and machine learning to invest in marketplace lending loans.
Rank
#4061
Sector
Fintech / Alternative Asset Management
Est. Liquidity
~5Y
Data Quality
Data: LowTheorem is a very early-stage (~50 employees, founded 2020) wealthtech platform with no verified ARR or funding data, competing directly against iCapital ($6B valuation, $750M+ raised) and Addepar ($2.5B valuation) who are aggressively expanding into the same family office and fund administration space.
Last updated: April 3, 2026
Theorem carves out a defensible niche among independent family offices (5,000+ in the US alone) by building proprietary data integrations and workflow automation that iCapital and Addepar don't prioritize for sub-$500M AUM clients, scaling to $20M+ ARR by 2028 and attracting a strategic acquirer — a large custodian like Schwab or Fidelity — at 10–12x revenue implying a $200–240M exit.
Theorem grows steadily in the lower-mid-market family office segment but faces persistent pricing pressure from iCapital's expanding platform and Addepar's broader distribution; reaches ~$8–10M ARR by 2027 but struggles to raise a Series B on favorable terms, resulting in a flat or modest down round that compresses common-stock value to roughly current levels or below.
iCapital — which has raised $750M+ and serves 1,500+ wealth management firms — accelerates its fund administration product directly targeting Theorem's small family office segment; Theorem's ~50-person team cannot compete on integrations or pricing, growth stalls below $5M ARR, and a distressed sale or wind-down delivers near-zero returns to common holders given accumulated liquidation preferences.
Preference Stack Risk
highNo verified funding amount is publicly available; given the 2020 founding date and ~50-person team, total funding is likely $5–20M, but without a confirmed valuation figure, the preference stack cannot be precisely quantified — any liquidation preferences from preferred rounds sit ahead of common stock in a down-exit scenario.
Dilution Risk
highAs an early-stage company with no confirmed path to profitability and likely 1–2 more funding rounds needed before exit, employees should expect 30–50%+ additional dilution from future rounds, warrants, and option pool refreshes.
Secondary Liquidity
noneNo evidence of any secondary market activity or tender offers for a 50-person company at this stage; equity is fully illiquid until a liquidity event that may be 5+ years away.
Questions to Ask at the Interview
Strategic questions based on Theorem's data — designed to show you've done your homework.
- 1
“iCapital now offers end-to-end fund administration and recently expanded its platform for smaller RIAs and family offices — what specific product capabilities or client segments does Theorem serve where iCapital's offering is genuinely inferior, and how defensible is that differentiation as iCapital continues to invest?”
- 2
“With ~50 employees and a hybrid subscription plus bps revenue model, what is the current ARR run rate and AUM on platform, and at what AUM threshold does the bps component generate enough revenue to reach cash-flow breakeven without additional dilutive fundraising?”
- 3
“Given that the last known funding round details are not publicly disclosed, what is the current runway in months, is a Series B currently being raised, and what is the board's thinking on the path to a liquidity event for employees holding common stock or options?”
Community
Valuation Sentiment
Our model estimates -23% upside. What do you think?
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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.