From hypothesis to execution. One system.
We build it. We trade it.
Dynamic Alpha builds proprietary infrastructure for systematic trading. From raw data through live execution, with no gap between research and production.
We use it to run our own strategies.
Select partners license it to run theirs.
Philosophy
Data sources, transformations, models, strategies: expressed as specifications. The platform determines when, how, and in what order to compute them.
The same strategy definition runs in backtest, paper trading, and live markets. Fidelity between simulation and production is structural, not aspirational.
We write pure computation. Data in, signals out. The platform handles scheduling, persistence, dependencies, and recovery. Every component is testable in isolation without mocks or system setup.
The platform multiplies output per person, not people per output. A small team operating at the capacity of a much larger one.
Raw market data, derived features, trained models, backtest results, live trades. All managed uniformly. One scheduling system, one audit trail, one way to define dependencies. A new stage in the pipeline is a definition, not new infrastructure.
Platform
Every dataset knows what exists, what's missing, and what's stale. The platform detects gaps and resolves them automatically across dimensions, granularities, and dependencies.
Real-time streams and historical computation are defined the same way and run through the same engine. What we backtest is what we deploy.
Signal generation, risk management, position sizing, execution: independent components, independently testable. The same strategy definition runs in simulation, paper trading, and live markets.
When datasets depend on each other across dimensions and granularities, the platform aligns them. No manual coordination. Only what's necessary recomputes.
Pipeline health, model performance, portfolio analytics, strategy monitoring. One interface. When something breaks, the platform recovers before you notice.
Define a new dataset, model, or strategy with a specification and a computation. The platform handles everything else.
Investors, partners, and exceptional engineers.