ContinuityQC.

Kumbali Satori
04 Jan 2026
Kumbali Satori
Kumbali Satori

ContinuityQC (In Development)

Story Consistency Across Time

ContinuityQC is designed to evaluate story continuity rather than visual detection or object tracking. Its focus is on whether narrative elements remain coherent across shots, scenes, and sequences.

Planned capabilities include identifying wardrobe and prop inconsistencies, screen direction changes, character state shifts, and lighting or environment drift. These signals are intended to surface continuity risks that could distract audiences or undermine narrative clarity.

Like other VisionQC lanes, ContinuityQC will be strict by default and teachable over time. It will never auto-correct or enforce assumptions only surface review insights that remain fully under human control.

What the System Does Today

Theater Mode: Editorial Assembly & Preview Rendering

Theater Mode functions as a non-destructive editorial engine. It assembles footage into coherent previews using narrative and compositional logic—without locking edits or baking creative decisions.

Capabilities

  • Scene segmentation and narrative grouping
  • Genre-aware composition presets
  • Preview renders only (never “final masters”)
  • Full trace logs for review

Output: Editorial previews, clearly labeled PREVIEW not locked cuts.

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additional-image

ContinuityQC (In Development)

ContinuityQC evaluates story consistency across shots—not object detection. It will behave like Audio QC: strict by default, teachable over time.

Planned signals

  • Wardrobe and prop continuity
  • Screen direction risk
  • Character state changes
  • Lighting and environment drift

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