Static preview — No data and no login required. This page is for layout review on Vercel and local builds. Open real workbenchIf the /admin preview is blank, use this URL instead: /workbench-preview (same UI, no /admin middleware).Production: set ADMIN_SECRET, DATABASE_URL, run Prisma migrations, then sign in.

Dashboard

Pipeline overview — uploads, QC, annotation, and dataset bundles.

Total uploads
Pending QC
Pending annotation
Datasets
Sample columnStatusNote
demo_row_001previewLive tables load after sign-in + database.

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