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AI Orchestration: How a KI teaser is made at QLTY

Five models, 49 scenes, 63 seconds. The workflow of a KI video production.

October 18, 2026 · QLTY media

63 seconds of film, five AI systems, one production. This piece documents how the teaser for our own website was made: which models ran, how many iterations each scene needed, where the work stalled.

The production

We call this workflow AI Orchestration: several specialised models in a chain, each for the part it does best.

The teaser in numbers

Length
63 seconds
Master
1080p
Web encode
27.4 MB (H.264, CRF 26)
Integrated in
four language versions of the website

The workflow

1. Concept and direction

Every scene starts as a direction decision: what the viewer should see and feel, where the cut sits. The prompt follows from that brief, not the other way round.

2. The chain: five systems

Five systems ran in this production: Seedance 2.5, GLM by Z.ai, GPT Astra, DeepSeek and a local FlashNext model. Each scene took 1-4 iterations. The models do not deliver on the first try. Clear direction narrows the search space and with it the number of iterations.

3. Prompting imperfection

Seedance ships a prompt manual. We integrated it, our prompts follow its structure. What we learned: models produce the flawless version by default, and precisely that looks artificial. An image becomes realistic through small irregularities in material, motion and light. They belong in the prompt, otherwise they do not happen.

4. Continuity across 49 scenes

For continuity we built our own tool. It keeps location, characters and wardrobe consistent across 49 scenes while generation stays photorealistic. That is the real bottleneck: in scene 12 the character wears a different shirt than in scene 13, the location changes angle. Across 49 scenes this shows immediately.

5. Encode and integration

From the 63-second master a 27.4 MB web encode is derived (H.264, CRF 26). Small enough for mobile load times, large enough for 1080p. Embedded in four language versions of the website, with poster image and lazy loading.

Frame bei 00:50: Continuity über 49 Szenen.

Transferable to other processes

This workflow is not limited to film. For companies the same sequence applies: we look at the processes, select the systems that map them, and build the software that does not yet exist for it. The continuity tool in this production is one example. QLTY media is an agency for film, social media and AI content from Cologne, clients come from mid-sized companies and industry.

Costs before you commit

You see a prototype and its costs first, before you commission anything.

Free initial consultation

Weiter im Blog

Die iterierte Startseite von qlty.media mit Scrub-Steuerung Was eine Website kostet: bei uns ein Viertel Drachenei-Modell im Browser-Viewer Der Drache: erst das Modell, dann der Film

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