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

# Week of March 8 – 14, 2026

> What's new this week: you'll see clearer connector status updates (in-app and via email), tighter credential encryption per workspace, and smoother setup flows.

<Tabs>
  <Tab title="Platform" icon="layer-group">
    <Info>
      **Platform is the composable core of Parable.** Everything here has been seen across enough customers, long enough, that we're confident it behaves the same way for yours. We move things into Platform deliberately — a great composable platform takes patience to build, and we'd rather be right than fast at this layer. If something's in Platform, it's production, stable, and ours to keep steady.

      <br />

      **How to read Platform results:** this is the bedrock.
    </Info>

    ### <Icon icon="sparkles" /> New

    <AccordionGroup>
      <Accordion title="You'll know when a connector needs your attention" icon="bell" defaultOpen>
        <Badge>Direct impact</Badge>

        * Parable now shows an in-app notification when a connector changes state — for example, when credentials expire, a sync fails, or the first sync completes successfully.
        * If something needs your attention, your account team will also be notified behind the scenes, so support can reach out proactively instead of waiting for you to notice.
      </Accordion>

      <Accordion title="A clearer status when credentials are being verified" icon="circle-check">
        * When you submit new credentials, you'll now see a dedicated **"checking credentials"** state while Parable validates them.
        * Previously the status bounced or looked stuck. Now the handoff from "submitted" to "connected" is obvious.
      </Accordion>

      <Accordion title="Stronger per-workspace encryption for stored credentials" icon="shield-halved">
        * Credentials you provide to Parable are now encrypted with a key that belongs to *your* workspace specifically, not a shared platform key.
        * Nothing to do on your end — it's automatic. If you're going through a security review, ask us for the updated encryption write-up.
      </Accordion>
    </AccordionGroup>

    ### <Icon icon="arrow-trend-up" /> Improved

    <AccordionGroup>
      <Accordion title="Faster, safer updates to the connector library" icon="bolt">
        * Behind the scenes, connector definitions moved to a centralized source of truth, so adding new sources and fixing existing ones ships faster and more reliably.
        * You should see fewer "waiting on a deploy" moments when we roll out a connector fix.
      </Accordion>

      <Accordion title="Cleaner copy and layout in the connector directory" icon="paintbrush">
        * Minor but consistent polish across the Connector Directory and the connector setup flow — more consistent wording, small spacing fixes, and logos that always render.
      </Accordion>

      <Accordion title="A streamlined admin badge" icon="eye-slash">
        * Removed the "Generally Available" badge that used to sit next to most features. It was implying a distinction where there wasn't one. Your Preview and Labs features still carry their own badges so you always know what tier you're working with.
      </Accordion>
    </AccordionGroup>

    ### <Icon icon="wrench" /> Fixed

    <AccordionGroup>
      <Accordion title="A cluster of sign-in and setup fixes" icon="lock">
        * Fixed edge cases around magic-link sign-in, workspace subdomain permissions, and a couple of cases where a credential-validation retry could stall.
        * If sign-in had felt flaky recently, it should feel solid again.
      </Accordion>

      <Accordion title="Backfills finish more cleanly" icon="download">
        * Long backfills no longer occasionally mark themselves complete while a subflow was still running. Results roll in as expected.
        * Full initial-sync steps are no longer repeated on every backfill chunk — big backfills finish faster.
      </Accordion>

      <Accordion title="Intermediate-layer data quality tightened" icon="database">
        * Resolved a set of correctness gaps in the intermediate data layer that sits between your raw sources and your analytics-ready tables.
        * If you were waiting on a report that pulls from a merged dataset, it should reflect the expected shape now.
      </Accordion>

      <Accordion title="More reliable workspace provisioning" icon="shield">
        * A handful of internal fixes around provisioning a new workspace — per-workspace encryption keys, resource limits, and network policies — so spinning up a new Parable environment is more consistent.
        * No user-visible change if your workspace is already set up; meaningful improvement for new workspaces.
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Preview" icon="flask">
    <Info>
      **Preview is where we put features we're confident in, but haven't yet seen at full scale across every organization.** The most common reason: the AI models from Google, OpenAI, and Anthropic that underpin classification update on their own schedule, and the methods we layer on top learn your organization over time. That means Preview results can shift slightly week-to-week — **within a margin of error, rarely enough to flip a decision you'd make from them.** When we've seen consistent results across enough organizations for long enough, a Preview feature graduates to **Platform**.

      <br />

      **How to read Preview results:** decision-ready with an honest caveat. We'll tell you when the methodology under a Preview feature changes.
    </Info>

    ### <Icon icon="sparkles" /> New

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      Nothing to call out in Preview this week — the week's big move was platform infrastructure under the hood.
    </Card>

    ### <Icon icon="arrow-trend-up" /> Improved

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      Nothing else to call out in Preview this week.
    </Card>

    ### <Icon icon="wrench" /> Fixed

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No Preview-specific fixes this week.
    </Card>
  </Tab>

  <Tab title="Labs" icon="flask-vial">
    <Info>
      **Labs is where we deliver insights tailored to your organization faster than our main roadmap would allow.** A Labs report is built for your team specifically, leans on the newest AI capabilities, and may ship with less visual polish than the rest of Parable — because the value is in the insight, not the chrome. Results may evolve as the underlying models improve; that's intentional — we're moving with the frontier, not chasing it. Once a Labs capability proves itself across several organizations, it graduates to **Preview**.

      <br />

      **How to read Labs results:** directional.
    </Info>

    ### <Icon icon="sparkles" /> New

    <AccordionGroup>
      <Accordion title="Dedicated custom domains for enterprise Labs" icon="rocket" defaultOpen>
        * Enterprise Labs deployments can now serve from your own Parable-branded custom domain instead of a generic URL.
        * If you'd like this set up for your team, talk to your Parable account contact.
      </Accordion>

      <Accordion title="Early CSV-sourced Labs pipelines" icon="file-csv">
        * Laid the groundwork for Labs built on CSV data sources in addition to live API connectors — useful when the richest signal lives in a scheduled export rather than a connector.
        * No self-serve toggle yet; reach out if you think CSV-sourced insight would help your team.
      </Accordion>
    </AccordionGroup>

    ### <Icon icon="arrow-trend-up" /> Improved

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No standalone Labs improvements this week.
    </Card>

    ### <Icon icon="wrench" /> Fixed

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No Labs-specific fixes this week.
    </Card>
  </Tab>
</Tabs>

***

<Note>
  **How we tier releases:** [Labs](/release-tiers#labs) · [Preview](/release-tiers#preview) · [Platform](/release-tiers#platform). The world — and the AI beneath every intelligent product — is changing faster than ever. We ship you the latest and greatest. Occasionally your results will shift as models and methods refine; rarely enough to flip a decision, always with a note from us when the change is meaningful.
</Note>

<Tip>
  Want a closer look at any of these? Reach out to your Parable team — we're happy to walk you through what shipped and what's coming next.
</Tip>