JEL Labsjel labs.

Film development

Aitzhan. Mura

Visual development for a documentary story: characters, scenes and a director’s shotlist.

Aitzhan. Mura
year
2026
client
In-house project
our role
AI production direction, pipeline, post
stack
AI generation · identity lock · QC pipeline · edit

the brief

Tell an early-20th-century documentary story with no archive footage — keeping the same face, the same world and the same optics across hundreds of shots.

the approach

Two-pass generation: scene anchor frames first, dependent shots after; a hard lock on face and seasonal wardrobe; contact sheets for QC and spreadsheet review rounds, exactly like a normal production.

the result

A 220+ shot list that went through six iterations and lives in an online viewer where the director reviews and re-cuts shots by number.

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