From the brief to your next campaign’s assets.

Define composition, style, required elements and delivery formats. Generate concepts with the chosen model and save variants alongside instructions. For editing a reference, use a variant that supports that task. The team selects assets before adapting them to channels.

The catalogue includes MiniMax H3 as a reference for clips with audio and compatible inputs. Test short production scenes and check continuity, script following and format. Your application organises requests and versions to return assets to the editing workflow.

A compatible TTS model converts text into audio with available voices and controls. Prepare names, numbers and pauses, and compare your production’s languages. Retain the script version alongside audio to review pronunciation and preserve the editorial workflow.

Transcribe recordings with ASR and retain links to each file. You can index text to retrieve passages or prepare LLM summaries. If you need exact playback positions or subtitles, check timestamps or add an alignment stage.

Your tool retains briefs, scripts, references and versions, and coordinates generation, review and publication. QDivZero runs compatible models. This separation lets you add a specific capability, such as narration or visual variants, within the CMS or editorial system your team uses.

Calculate each stage separately: format, duration or resolution, chosen model and variants needed per piece. Include retries and concurrent jobs. Testing real briefs helps compare the cost of producing usable content alongside the cost of a single generation.

Your application can send prompts and references to a compatible model and save results in the editorial system. Define versions, job status and review before publication. QDivZero runs the models; your integration connects each output to your team’s workflow.

Review the chosen model’s licence and terms, as well as reference materials and voices you use. Evaluate quality and fit with the brief. Deploying a model does not replace editorial review of the content you choose to publish.

You can add a generation or adaptation stage to the current process and return assets to your usual tools. Start with a scoped task, such as visual concepts or narration. The API lets you incorporate that capability into the experience your team designs.