> For the complete documentation index, see [llms.txt](https://kvants.gitbook.io/kvants-whitepaper/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://kvants.gitbook.io/kvants-whitepaper/stocks-research-and-universes.md).

# Stocks Research and Universes

Equities research surfaces, Alpaca-linked universe tools, and paper-oriented review.

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This chapter describes research and paper-oriented equities tooling. It does not advertise live brokerage, public launch of regulated instrument workflows, or jurisdiction-specific availability.
{% endhint %}

This section frames the workflow in terms of visible controls, user choices, and documented limits. Capabilities are described as software tools that the user directs and reviews.

![Stocks Research and Universes](https://raw.githubusercontent.com/KvantsPlatform/kvants-whitepaper-assets/main/assets/dashboard-stocks.png)

*Stocks dashboard for equities research and account-linked data views. Credential and deployment controls shown are product UI; this chapter covers research and paper review only.*