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

# Beta programs

> Try new functionality early and help shape it — what to expect when you join a beta.

From time to time we open new functionality — often AI features — for early testing before it ships to everyone. Betas are enabled **per organisation**: request access and we'll switch the feature on for your org. In return, we ask you to help us make it better.

## What we expect from beta testers

* **Use it for real.** Try the feature on actual projects and data, not just a quick look. That's where we learn how it really behaves.
* **Report what breaks.** Tell us about bugs, errors, or results that look wrong — the sooner the better.
* **Share feedback.** Let us know what's confusing, missing, or could work better. Beta feedback directly shapes what we ship.
* **Review AI output.** Beta AI features can be wrong. Always check results before you rely on them — AI-generated values are labelled in the platform.

<Note>
  Betas are pre-release: behaviour can change, and features may occasionally break or be turned off while we iterate.
</Note>

## What you can expect from us

* A direct line to the product team and quick responses to issues you raise.
* Feedback that genuinely influences the roadmap — many shipped features started as beta feedback.
* A heads-up when a beta graduates to general availability or changes meaningfully.

## Where to report and give feedback

<Columns cols={3}>
  <Card title="Community" icon="comments" href="https://community.realtimelca.com/tag/beta/14">
    Post bugs and suggestions under the **beta** tag — other testers can chime in and vote.
  </Card>

  <Card title="In-app feedback" icon="message">
    Use the in-app feedback button to send suggestions without leaving Real-Time LCA.
  </Card>

  <Card title="Email" icon="envelope" href="mailto:support@realtimelca.com">
    Prefer email? Reach the team directly at [support@realtimelca.com](mailto:support@realtimelca.com).
  </Card>
</Columns>

## Open betas

<Columns cols={2}>
  <Card title="AI Classification" icon="wand-magic-sparkles" href="/get-involved/beta-programs/ai-classification">
    AI-suggested building-element classification codes when your BIM source codes are missing or incorrect.
  </Card>

  <Card title="SI Agent" icon="robot" href="/get-involved/beta-programs/si-agent">
    A conversational AI built natively into Real-Time LCA, powered by the MCP server.
  </Card>
</Columns>