The product

One place to shape, build, and interrogate a strategy.

OpenQuant is a local Windows workbench for the complete strategy-development loop—from the first plain-English idea to the evidence behind the next research decision.

The core workflow

Specification first. Code second. Evidence always.

OpenQuant separates strategy work into explicit Spec, Code, and Analyze phases. AI first helps make data, signals, entries, exits, risk, execution assumptions, parameters, and acceptance criteria explicit. Only then is the reviewed specification converted to a SmartQuant C# project and tested.

See all three phases

Desktop research workspace

Work with projects, versions, instruments, market data, source, configuration, build output, strategy logs, structured reports, and AI discussion without leaving the application.

Controlled local automation

Repository-owned build and backtest tools keep execution deterministic. Bounded AI loops can repair compile errors or add targeted diagnostics without silently changing the strategy.

SmartQuant C# underneath

The generated output is not locked inside a proprietary prompt format. It is an inspectable SmartQuant C# strategy project with visible configuration that developers can edit and run directly.

Versioned evidence

Every version ties together the current specification, discussion, code, diffs, config, logs, backtest report, analysis, and next-version feedback.

AI remains accountable to visible artifacts

OpenQuant’s AI workflow reads explicit local files and writes explicit results. The strategy specification is the implementation contract; the structured run report is the canonical evidence; and recommendations become reviewable feedback for a new version. You can inspect, challenge, or replace every AI-produced artifact.

A smaller stack.
A stronger process.