Keep your AI loras consistent

Define your lora bible

Start with a clear brief: backstory, voice, wardrobe, props, and facial expressions. House it in a living document so every collaborator can riff from the same canon.

• Collect reference photos or visual guardrails in a shared folder to inform the style.
• Tag mood adjectives (confident, playful, expert) to guide animation choices.

Generate master lora rigs

Start with a go-to prompt or Lora that nails the vibe. Generate a handful of looks, keep the winners, and note what made them sing—camera angle, lighting, even the throwaway adjectives.

1. Save the initial look as Version 1 (screenshots plus the exact prompt).
2. Capture a trio of hero poses—talking head, wide shot, action—so you can remix scenes later.
3. Write down the color palette you used and keep it with the prompt for future outfits.

Maintain visual consistency

• Reuse the same core prompt (or Lora) and change only the details you truly need to swap.
• Swap backgrounds and props while retaining the core descriptors.
• Build a short shot list with framing notes so every campaign feels like the same universe.

Automate brand-safe updates

When styles change, branch a new version. Compare renders side-by-side and get sign-off before rolling out globally.

• Document version notes (new jacket, seasonal palette) for visibility.
• Archive prior versions so you can resurrect legacy looks for nostalgia campaigns.

Extend into multi-channel storytelling

Generate stills, stickers, and social crops from your lora scenes. Export them into your CMS or design tools for consistent brand storytelling everywhere.