> ## Documentation Index
> Fetch the complete documentation index at: https://docs.paraminternationalltd.com/llms.txt
> Use this file to discover all available pages before exploring further.

# System Insights

> Understand Android OS, brand, RAM, browser, store package, network, screen, VPN, proxy, and language insights in Twinalyze.

System Insights helps you understand the technical environment of your users.

<Frame>
  <img src="https://mintcdn.com/chartbazaar/9IL-a_J1vTGpvlG0/images/Dashboard/SystemInsights.png?fit=max&auto=format&n=9IL-a_J1vTGpvlG0&q=85&s=0fcc6890496193e252b2ca4a0d461256" alt="Twinalyze System Insights Android OS brand RAM" width="7680" height="3600" data-path="images/Dashboard/SystemInsights.png" />
</Frame>

***

## Common use cases

<AccordionGroup>
  <Accordion title="Plan testing coverage">
    Use Android OS, Brand, RAM, Density, and Device Screen Inch to decide which devices and environments need more testing.
  </Accordion>

  <Accordion title="Improve compatibility decisions">
    Use Default Browser Package, Default App Store Package, Device Type, and Screen Mode to improve app and web compatibility.
  </Accordion>

  <Accordion title="Find localization opportunities">
    Use Device vs App Language and Unsupportable App Language to identify where new language support may be needed.
  </Accordion>

  <Accordion title="Understand network conditions">
    Use Device Network and Device SIM Name to understand how users connect and which carriers are common.
  </Accordion>

  <Accordion title="Investigate unusual environments">
    Use Developer Option, Proxy, and VPN charts to identify special technical setups or QA-like users.
  </Accordion>
</AccordionGroup>

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