A quantitative digital-asset manager for qualified investors. Market-neutral. Risk-budgeted. Systematic.
Thesis
Inefficient markets don’t stay inefficient forever.
They stay inefficient long enough for disciplined
capital to take its share.
Digital-asset markets trade continuously across fragmented venues, with a participant mix that remains disproportionately retail. Those conditions produce pricing dislocations that well-capitalized systematic programs can harvest, provided they have the risk framework to size them correctly.
Dark Matter was built to do that, and nothing else. Every position the fund takes is the output of a model. Human judgment shapes research and sets risk limits; it does not override signals in real time. Performance is measurable, strategies are testable, risk is auditable.
Capacity is constrained deliberately. Programs are sized to a target risk budget rather than a target return. Clients retain custody of their assets throughout.
Approach
Every position Dark Matter takes is the output of the same three-stage discipline. The markets change. The process does not.
Every strategy begins as a falsifiable hypothesis about market microstructure. Ideas are tested against historical data, stressed across regimes, and paper-traded before any capital is committed. A strategy earns production only by surviving data it has never seen.
Positions are sized to a risk budget, not a return target. Exposures rebalance on a set cadence, not in reaction to short-term P&L. Every exposure carries a pre-defined drawdown limit and a capacity ceiling.
Orders route automatically across connected venues, optimized for depth and total cost of execution. Infrastructure runs continuously with redundant connectivity and automated failover. Human intervention is limited to halting the system, not overriding it mid-trade.
The Operating Standard
Signal-driven exposure across liquid digital-asset markets, implemented through a disciplined, rules-based process.
Clients retain full custody on their own exchange accounts. Dark Matter operates via scoped trade-only API keys with no withdrawal permission. No pooling, no co-mingling.
Value-at-Risk, factor-exposure monitoring, drawdown limits, and pre-trade compliance checks form a multi-layer risk overlay on every position.
Risk-parity-weighted allocations and volatility-targeted rebalancing keep the portfolio aligned with its target risk budget across regimes.
Statistical arbitrage and pairs-trading programs with beta-hedged exposure, executed across major centralized venues.
Low-latency infrastructure and direct venue connectivity let the firm work both sides of the book, minimizing slippage, improving fill quality, and capturing rebate economics where available.
Always-on trading infrastructure with redundant connectivity, automated failover, and continuous monitoring.
Monthly performance reporting and annual third-party audit of strategy execution against client accounts.
Notes from the desk
On why the same strategy that compounds quietly at $25M can unravel at $250M, and how we size it out.
A framework for classifying market states and adjusting the basis-capture sleeve before the old regime breaks.
The case for moving risk across programs on a set cadence rather than reacting to drawdowns in real time.
Backgrounds across systematic equities, derivatives market-making, and digital-asset quantitative research. The firm is intentionally structured to keep research, execution, and risk under one roof.
Full biographies are shared in the deck, under accredited-investor attestation.
Common Questions
Dark Matter operates a separately-managed-account (SMA) model. Clients retain full custody of their assets on their own exchange accounts and grant scoped, trade-only API keys with no withdrawal permission. There is no pooling and no co-mingling.
Minimums vary by program and client type. Typical entry points for qualified investors begin at $50,000; higher minimums apply for multi-program mandates. Specifics are disclosed in the deck.
Management and performance fees are disclosed in the private placement memorandum and scale with the client relationship. The firm does not publish fees on public pages as they are negotiated per mandate.
Execution is limited to major regulated centralized venues with institutional API support, ranked internally by liquidity depth, matching-engine latency, and settlement reliability. The list is reviewed quarterly by the risk committee.
Programs are available to accredited investors as defined in Rule 501(a) of Regulation D, qualified purchasers under Section 2(a)(51) of the Investment Company Act, or the equivalent categories under applicable non-U.S. law.
Because client assets sit in client-held accounts, there is no lockup and no formal redemption window. Clients may instruct Dark Matter to wind down a mandate at any time, subject to an agreed orderly unwind.
Contact · Qualified investors only
One intake for investor relations. Materials are shared with accredited investors and qualified purchasers only. The fields below help route your request to the right member of the team.