Product
FiClaw ships more than an AI chat box. It runs the quant research pipeline.
FiClaw is a quant strategy research workstation. Describe a strategy idea, and it generates code, runs a real backtest, lays out the results and compares parameter settings.
Core capabilities
AI as an operator, not just an advisor
Generic AI tools can discuss strategy logic. FiClaw executes: it writes runnable code, submits real backtests, diagnoses results and re-validates changes.
Generated strategy code
Turn a plain-language strategy idea into a structured spec and runnable Python, instead of starting from an empty file.
Real historical backtesting
Submit strategies to QuantAPI against real A-share history, with backtest windows spanning 10+ years.
Diagnosis and iteration
When results fall short, FiClaw lays out return, drawdown, win-rate and factor-decay issues so the next change can be reviewed and tested.
Parameter optimization
Extract the tunable parameter space, run grid search, and apply walk-forward checks to guard against overfitting.
What has shipped
A desktop app, cloud services, a user portal and a quant API
Current modules cover install, login, model routing, credit billing and quant integration, enough to support real trials and pilots.
FiClaw Desktop
Desktop app with first-run setup, login, built-in financial agents and a membership center. Available for macOS Apple Silicon, Windows x64 and Linux x64.
FiClawCloud
Handles authentication, credit ledger, top-up orders, model routing and call logs through an OpenAI-compatible entry point.
FiClawWeb
User portal for login, top-up, credit balance and orders, kept in sync with the desktop account system.
FiClawQuantAPI
Unified quant service layer for market data, financials, backtesting, paper trading and risk controls, serving the desktop app and agent workflows.
Who it fits
Teams whose bottleneck is workflow, not a single tool
FiClaw fits teams that have tried AI for individual productivity but still struggle with how results move between research, review and execution.
Next step
Want to see FiClaw on your own workflow?
Tell us about your team structure, workflow and AI goals, and we can discuss the right entry point and pilot path.