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QEV

Roadmap

Stated plainly: what exists, what doesn't.

QEV is early. Stage 1 is a connected prototype, not a finished platform. Everything below is labeled with its actual status — no capability on this page is presented as live before it is.

Stage 1

In development

Connected prototype

The first working system: one market, one broker target, the full loop running end to end under deterministic control.

  • Real-time market data via Tradier
  • QEV strategy execution loop
  • Local paper-trading simulator
  • Risk checks before every order
  • Tradier live execution path
  • Positions, P&L, logs, and emergency stop

Stage 2

Planned

Research platform

The memory of the system: history, experiments, and a registry that makes research reproducible and comparable.

  • Historical datasets with provenance
  • LEAN / QuantConnect connection
  • Experiment tracking and versioning
  • Strategy registry
  • Walk-forward testing
  • Model comparison

Stage 3

Planned

AI quant lab

AI moves from assistant to research operator — still behind deterministic gates, never around them.

  • Research agents over papers, news, and data
  • Paper-to-code workflows
  • Automated test generation
  • Evidence and confidence scoring
  • Strategy review agents
  • Controlled promotion pipelines

Stage 4

Exploring

Decision operating system

The architecture leaves the market: the same question → evidence → validation → controlled-execution loop applied to broader decisions.

  • Broader asset research and evaluation
  • Business and operational models
  • Cross-domain decision workflows
  • Scenario simulation
  • Enterprise deployments

Build on what works

Standing on proven quant infrastructure.

QEV does not reinvent working engines. Where proven infrastructure exists, QEV connects to it — and the brand stays independent of any single engine.

QuantConnect / LEAN

Candidate engine for historical backtesting, research notebooks, optimization, and additional broker integrations.

QuantRocket

Studied as a reference for self-hosting, Docker-based deployment, scheduled workflows, research databases, and personal quant-lab operations.

Follow the build, or join it.

Early-access members get prototype updates and, as stages ship, hands-on access.

Join Early Access