Insights & Perspectives

Explore our latest thoughts on AI, technology, and innovation in the rapidly evolving tech landscape.

Video Annotation

Scaling Video Annotation Pipelines

Lessons learned from delivering millions of frame-level annotations without slowing production teams.

June 1, 2025

Operations

Designing Annotation Guidelines That Stick

A practical framework for translating stakeholder intent into clear, repeatable video annotation instructions.

May 24, 2025

Quality Assurance

Measuring Quality in Video Annotations

How to set up QA loops, sampling strategies, and dashboards that keep precision high across massive datasets.

May 16, 2025

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