AI on StockIQ

How we use artificial intelligence

Our guiding principle is simple: AI explains data that has already been calculated — it never creates the underlying data itself.

✔ What AI does

Summarizes already-published news into a sentence or two
Explains in plain language why a given score came out the way it did
Classifies sentiment (positive/neutral/negative) of a news article
Organizes and phrases analysis that was already computed deterministically
Translates/phrases content between Hebrew and English

✘ What AI does not do

Does not create or alter a stock price
Does not invent a fundamental figure (revenue, profit, debt, etc.)
Does not calculate any source data itself
Does not invent or alter an SEC filing (13F, Form 4)
Does not decide an investment decision or recommendation on its own

Every score is calculated deterministically

The StockIQ AI Score (0-100), its 7 sub-categories (technical, fundamental, growth, fair value, news, quality, and risk), the technical indicators, and the fair-value model — all of these are a deterministic code calculation over real data, not the output of a language model. AI enters the picture only after that calculation is already finished — to phrase the result in plain language. If AI is unavailable (e.g. provider load), the page still shows every real score and data point — just without the explanatory text paragraph.

For details on which providers supply the raw data that AI explains, see the data sources page, and for the calculation method itself, see the methodology page.

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