XVIS / Data loop

Pipeline status

Where does the data loop stall — and how many frames actually reach training?

Input
Ingest rate, QA capacity, failure rate
Output
Live flow with backlog, per-stage counts, survival funnel
Demos
1 · all run in the browser
Loading engine
Static flow
  • Batch
  • Batch in QA
  • Backlogged stage

Built with Flow + funnel

Batches move from fleet logs to deploy through nine stages; capacity-limited human QA becomes the bottleneck and the funnel shows survival to training.

  • Canvas 2DRasterized plots and overlays
  • D3 7Scales, layouts, force graphs