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8 seconds

“with active learning and model-assisted workflows, the average dropped to 8 seconds”

As published on labelbox.com. Captured by usedby on Oct 7, 2026.

What happened

Advent Health Partners uses Labelbox as a data engine to turn unstructured medical records into labeled training data for its OCR and NLP models. It combines model-assisted workflows, active learning, and expert human review to classify pages and evaluate entity-extraction accuracy.

Summary written by usedby from the source page, in English. The figures are those of Labelbox and Advent Health Partners, not ours.

  • 25 hours“we have been able to cut a full 25 hours we have been able to cut a full 25 hours from the process of generating high-quality AI data”

Classifying and providing expert feedback each page used to take about 13 seconds; with active learning and model-assisted workflows, the average dropped to 8 seconds.

From the page. labelbox.com, captured Oct 7, 2026

By using Labelbox's model-assisted workflows, we have been able to cut a full 25 hours we have been able to cut a full 25 hours from the process of generating high-quality AI data, and we’ve found that our experts have an easier time through a software-first approach

Robert Coop, Chief AI Officer, Advent Health Partners. Source, captured Oct 7, 2026

What the story claims, and what we checked

We compared the story with its live page on Oct 7, 2026.

  • The figure: 8 secondsCheckedPrinted word for word on the page, near the name of Advent Health Partners.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of Advent Health Partners.
  • Advent Health Partners uses LabelboxCheckedConfirmed line. Latest check across sources: Oct 7, 2026.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

50%“cut average processing times to create training data by 50%”Blue River Technology uses Labelbox. Another customer of Labelbox70%“70% improvement in time savings for generating insights from images.”Burberry uses Labelbox. Another customer of Labelbox30%+“saved an estimated 30%+ in total time, plus months of custom development work in engineering hours”Cape Analytics uses Labelbox. Another customer of Labelbox