What the bench measures
Quality control is not an opinion — it's a procedure.
Exposure drift radar
Image-to-image generation darkens cumulatively — a lesson this production learned the hard way. The bench reads brightness across takes and flags the slide before your audience sees it.
Color drift check
A palette wanders one generation at a time. Frame-grab measurements compare takes against your reference so the look stays the look.
Contact sheets
Stills side by side, the way film crews have judged takes for a century. The fastest honest answer to "which one?"
Recorded verdicts
Accept or reshoot — with the reason written down. A verdict without a reason is a mood; with one, it's quality control.
CUTBOOK hand-off
Audited takes jump straight into CUTBOOK, the production's quality registry. Measure here, remember there.
Generation drift is real. The bench catches it first.
This bench audits a real series: cut rhythm, exposure and color are measured on every scene the production accepts. The procedure is the product — now on your takes.
Plans
The workshop is open — the plans buy production volume.
INSPECTOR
- 100 measured takes / month
- Exposure + color measurement on every take
SUPERVISOR
- 500 measured takes / month
- Exposure + color measurement on every take
- Contact sheets + comparisons
- Verdicts with recorded reasons
GATEKEEPER
- ∞ measured takes / month
- Exposure + color measurement on every take
- Contact sheets + comparisons
- Verdicts with recorded reasons
- CUTBOOK registry hand-off