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How OnsiteIQ uses Encord

75%

“75% reduction in time to value – implementation time decreased from 2 months to just 2 weeks”

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

What happened

OnsiteIQ, a construction intelligence platform that uses computer vision for safety and quality inspections, migrated its data labeling workflows to Encord. It uses the platform's automated annotation tools such as SAM 2 and built-in analytics to feed data into model training and production deployment.

Summary written by usedby from the source page, in English. The figures are those of Encord and OnsiteIQ, not ours.

  • 5x“5x improvement in data throughput – with corresponding decrease in labeling costs through advanced automation features”

Setting up our labeling process with our previous solution took nearly two months and required extensive support. With Encord, we were operational in just two weeks, and then we went on vacation and got back, and the data was good.

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

Encord integrates seamlessly into our entire AI infrastructure,

Evgeny Nuger, Principal Engineer, OnsiteIQ. 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: 75%CheckedPrinted word for word on the page, near the name of OnsiteIQ.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of OnsiteIQ.
  • The numbers in our summaryCheckedEach one is printed on the page.
  • The publication dateCheckedRead from the page’s own metadata, never guessed.
  • OnsiteIQ uses EncordCheckedConfirmed 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.

20-30%“Since implementing Encord, UVeye has seen around a 20-30% improvement in their data annotation rate”UVeye uses Encord. Another customer of Encord60%“Achieving reliable data pipelines for model training and evaluation 60% faster”Pickle Robot uses Encord. Another customer of Encord10x“10x annotation speed improvement on tracking data”Hudl uses Encord. Another customer of Encord