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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.
How to read Platform results: this is the bedrock.

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New

You'll know when a connector needs your attention

Direct impact
  • 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.
  • 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.
  • 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.

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Improved

  • 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.
  • Minor but consistent polish across the Connector Directory and the connector setup flow — more consistent wording, small spacing fixes, and logos that always render.
  • 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.

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Fixed

  • 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.
  • 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.
  • 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.
  • 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.
How we tier releases: Labs · Preview · 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.
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.