01 / 05 Case study

ScreenCats

Private automation with judgment left in the loop.

02 / 05 What it is

Local computer vision built to keep human judgment in the loop

Local computer vision, hierarchical classification, evaluation, safeguards, and human review create an automation flow that remains private and inspectable.

Core stack

  • Computer Vision
  • Classification
  • Evaluation
  • Human Review

03 / 05 What it proves

Automation can stay private, inspectable, and subject to human judgment

  • Computer-vision processing runs locally rather than depending on a remote recognition service.
  • Hierarchical classification and evaluation make decisions explicit and reviewable.
  • Safeguards and human review remain first-class stages instead of edge-case fallbacks.

04 / 05 Related paths

05 / 05 The next move

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