Our models. Our discipline. Our edge.
The firm's capital is first in every strategy it trades. Alignment is structural: the same model, the same risk limits, and the same account discipline govern every dollar the firm runs.
Every position originates from a model and lives inside pre‑committed rules for sizing, risk, and exit. Judgment goes into the research; the execution is disciplined.
One model, many expressions. The same core trades equities, ETFs, and index derivatives; the instrument is chosen to fit the signal, never the other way around.
Price has structure. The model reads it.
Every instrument tells the same underlying story: price moving through time. The firm's core model was built on that premise. Signals are generated from the structure of price series themselves, then expressed through whichever instrument carries the best risk-adjusted shape, whether stock, fund, or derivative.
Instrument-agnosticism is not a convenience. It is an overfitting defense. A model that works on one product may have memorized that product's quirks; a model that holds across unrelated instruments has more plausibly found something real.
Validation is done the only way we trust: in live markets, against pre-committed rules that make results attributable and honest.
The model is ours. The agents are next.
Ten Wall Street is one of the few trading firms with its own time-series foundation model — a large model trained on numeric sequences rather than text, purpose-built for price series. It powers signal generation and risk management across the strategy library. Our current research frontier is agentic AI for systematic execution: autonomous research and trading agents operating inside the same pre-committed risk discipline that governs everything else we do.
What we hold constant.
Capital first
Preservation precedes return. Loss limits are set before a cycle begins, and they are not renegotiated inside it.
Pre‑commitment
Rules for sizing, strategy selection, and record-keeping are set down in advance, so outcomes can never be edited after the fact.
Evidence over narrative
A strategy earns capital through measured, live behavior. Backtests propose; markets dispose.