AI Services ยท Generative Production
Generative Video at Scale
One hero shoot, hundreds of region- and dialect-specific cuts, served programmatically.
What is generative video at scale?
Generative video at scale is a production model in which a single hero film is shot once, then a machine-learning pipeline generates many tailored versions of it, each tuned to a region, dialect, daypart or offer. One premium shoot becomes the seed for an entire campaign, without booking the crew again.
Why one ad rarely fits every market
A single national ad treats a diverse country as one audience, when relevance is local. Re-shooting for every region, language and offer is impractical and costly, so brands usually compromise on relevance. Generative versioning removes that trade-off, making locally specific video affordable at scale, which is where relevance and response actually come from.
How quality and control are preserved
The hero film, the brand idea and the creative direction are produced by our team to the usual Libanza standard; the pipeline only varies the surface details that drive local relevance, and every cut passes human brand-safety review before it goes live. For brands selling across all 64 districts of Bangladesh, that is the difference between one national ad and a library of locally relevant ones, served programmatically to paid and owned channels.
Delivered as part of AI Services, inside Generative Production, and filtered through the Resonance Point before work begins.
What you get
- One hero shoot, fully owned by the brand
- Generative versioning into region, dialect and daypart cuts
- Synthetic and recorded voice-over options
- Programmatic delivery to paid and owned channels
- Human-in-the-loop brand-safety review on every cut
Also in Generative Production
Related services
Dialect & Language Localisation
Region-aware speech synthesis and on-screen localisation across 64 districts.
AI Image Generation
On-brand product, campaign and social imagery generated and art-directed at volume.
AI Video Generation
Generative short-form and motion video, from concept frames to finished cuts, at campaign speed.
AI Voice Generation
Natural Bangla and English synthetic voice-over for video, radio, IVR and assistants.
AI Music & Jingle Development
Original generative music beds, brand sonic logos and jingles, composed and finished with human direction.
Questions, answered
Generative Video at Scale FAQs
What is generative video at scale?
It is a production model where a single hero film is captured once, then a machine-learning pipeline generates many tailored versions of it, each adjusted for a region, language, audience or offer, so a brand can run locally relevant video everywhere without re-shooting.
Will AI-generated cuts still feel on-brand?
Yes. The hero film, the brand idea and the creative direction are produced by our team to the usual standard. The pipeline only varies surface details, and a person reviews every cut for brand safety and tone before release.
How many versions can you produce from one shoot?
It depends on the brief, but campaigns commonly run from dozens to several hundred cuts. We have delivered region- and dialect-specific film libraries running into the hundreds from a single hero shoot.
Is this suitable for Bangladeshi dialects and languages?
Yes. Region-aware voice and on-screen localisation are central to the service, so the same campaign can speak naturally to audiences across the country in their own language and dialect.
Need Generative Video at Scale?
Tell us the brief. We will bring the right people to the table.