Workflow

Research a stock with sources, not a confident guess.

Start with the company’s filing, record its reporting period and separate reported facts from your interpretation. Then use market context to write questions that could challenge your thesis.

A repeatable equity research checklist

Read the business description and risk factors first. Compare financial statements over matching periods, check cash flow against earnings and write a bull case, a bear case and what would invalidate each. A valuation comparison needs a consistent date, currency and definition.

Historical example: Apple FY2024 10-K

Apple’s 10-K covers the fiscal year ended September 28, 2024. Use Item 1A for risk factors, Item 7 for management discussion and Item 8 for financial statements. This is a dated reading exercise, not the latest filing or a current stock assessment.

Use Apple’s FY2024 10-K. List three disclosed risks with their section, compare operating cash flow and net income, and separate facts, interpretation and missing information. Do not invent figures or treat this as the latest filing.

Limits and a useful next step

Check every material figure against the source. Data coverage, timestamps and availability vary; market data may be delayed. Options flow, GEX and dark-pool activity are context where available, not proof of a future return. Cala does not execute trades or provide personalized advice.

Sources

Apple FY2024 10-K · SEC EDGAR

Apple Q4 FY2024 · Investor Relations

Sources checked September 30, 2026. Historical example; not current market data.

Frequently asked questions

Can AI replace reading the original filing?

No. Use AI to organize questions and summaries; verify important figures and statements in the original document.

Try this research question in Cala

Start with one ticker and one question. Open the cited document, verify the reporting period and inspect the tool/source trail before building a thesis.

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