AI Quant Base

Objective and decision

Name one question: understand a signal, test a ranking rule, compare allocation rules, or review historical risk. State what evidence would help answer it. “Find a profitable strategy” is not a sufficiently defined experiment.

Scope and available information

Record asset type, intended venue, observation frequency, currency, date range and available data. List missing information separately. This site does not supply live market data, so data availability must be established in your research environment.

Constraints and evaluation

Specify long-only or other exposure, position limits, rebalance timing, execution assumptions and costs. Define benchmark and hold-out method before reading results. Constraints describe the experiment; they are not promises that losses stay within a chosen level.

A copyable brief

Research question: __; asset type and venue: __; frequency and period: __; data source: __; rule: __; constraints: __; costs: __; benchmark: __; validation: __; expected output: __; unresolved questions: __. Do not include passwords, account numbers or trading keys.

Start the practical task

Use the research studio to document rules or inspect a suitable equity series. Review the input assumptions and export your work before leaving.

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Questions about this workflow?

For a content question or suggestion, describe your research objective, asset type, current stage and the step you need explained. Please do not send account credentials or trading keys.

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Educational guide. No backtest or live trading result is reported on this page.

Continue exploring

Research applications

Plan a stock or ETF research study

For readers investigating cash-asset strategies. Define the asset universe, data conventions and execution assumptions before comparing outcomes.

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Backtesting & risk

How to read a strategy performance report

Start with the measurement basis, then examine the return path, drawdown and costs together. A headline return is not enough to compare strategies.

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Search the library

Search products, workflows, guides and tools.