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

> ## Agent Instructions
> These docs contain multiple Speckle product experiences. For Speckle 2026.9, prefer /next/ pages for the topics and changes they cover. The navigation label Current does not override this version-specific precedence.
> Coverage under /next/ is incremental. Use Current documentation for unchanged topics and when a /next/ page says coverage is unavailable or explicitly refers you to Current. Do not infer a feature was removed from a missing page.
> Read the page-specific documentation status, applicability, affected guidance and replacement links in agent-only content. Impacted, changed and superseded apply only to the stated scope; they do not mean the entire feature is deprecated. Historical connector guides apply only to the legacy connector described.
> Match guidance to the customer's deployment version, model data format and connector. Respect plan, permission and compatibility restrictions. If an unknown version or data format changes the answer, ask a focused clarification; do not infer deployment version from the date alone.

# User testing and feedback

> Join active user testing studies and feedback programs to help shape upcoming Speckle workflows.

Help us build better workflows by sharing how you work today, where things break,
and what would make your day-to-day faster.

Use this page to browse active studies and sign up for the ones that match your
role and tools. Every study is focused on real project use cases, not synthetic
demos.

## Open opportunities

<CardGroup cols={2}>
  <Card title="Headless Navisworks" icon="cloud-upload" href="https://share-eu1.hsforms.com/2Jy0rZrUfQpKkbvtomaxXMA2fs1ws">
    <div id="nwc-nwd-acc-sync" />

    Provide feedback on NWC and NWD direct upload and ACC sync workflows currently released in Beta.
  </Card>

  <Card title="Parameter updater" icon="sliders" href="https://share-eu1.hsforms.com/2Jy0rZrUfQpKkbvtomaxXMA2fs1ws">
    <div id="parameter-updater" />

    Edit Revit parameters outside any running Revit session, then send and
    accept updates back in Revit.
  </Card>

  <Card title="Speckle x Bentley survey" icon="building" href="https://survey-eu1.hsforms.com/2oIrS7D2VSp-W9SwjEeki0Q2fs1ws">
    <div id="bentley-support" />

    Take a 2-minute survey to share your Bentley workflows, help prioritize
    integrations, and shape our roadmap.
  </Card>

  <Card title="Model validation at Scale" icon="check-circle" href="https://share-eu1.hsforms.com/2Jy0rZrUfQpKkbvtomaxXMA2fs1ws">
    <div id="model-validation" />

    Evaluate validation rules, issue detection, and result clarity before
    review.
  </Card>

  <Card title="Portfolio search and intelligence" icon="search" href="https://share-eu1.hsforms.com/2Jy0rZrUfQpKkbvtomaxXMA2fs1ws">
    <div id="portfolio-search-intelligence" />

    Help shape search and intelligence workflows across all models and projects
    in your organization's workspace.
  </Card>

  <Card title="Databricks integration" icon="database" href="https://share-eu1.hsforms.com/2Jy0rZrUfQpKkbvtomaxXMA2fs1ws">
    <div id="databricks" />

    Request beta access to connect a Databricks SQL warehouse and register
    read-only tables as data sources for AI chat and intelligence workflows.
  </Card>
</CardGroup>

<Note>
  We review each sign-up and follow up when a study matches your profile, project type, and
  toolchain.
</Note>

## What to expect

* Sessions are usually remote and focused on one workflow at a time.
* We ask about your current process, friction points, and expected outcomes.
* You can join one study or several, depending on relevance.
* Your feedback directly influences priorities, UX, and rollout decisions.


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