Assisted Annotation

Phase 8 accelerates review while keeping every suggestion separate from verified human annotations. The workspace shows suggestion, human, detection, mask, and quality layers independently. Reviewers can preview, compare, accept, accept with edits, reject, or defer. Only an explicit acceptance creates a new approved annotation revision; source media, analysis results, and historical revisions remain immutable.

The built-in provider is deterministic simulated research data, not a trained production model. iPad offers touch-first box, polygon, mask, prompt, and review controls. macOS adds comparison, batch review, quality reporting, model inspection, and processing queues. iPhone is intentionally limited to quick decisions, label correction, provenance viewing, and marking work for detailed review.

Figure 1. Assisted annotation workspace with separate suggestion and human layers Simulated research data.

See Annotation Suggestions, Advanced Segmentation, and How AI Assistance Helps Human Review.