AI marketing video pipeline

The Challenge

Marketing teams need to produce more audiovisual assets, in more formats and with shorter iteration cycles. The challenge is keeping brand consistency and narrative quality without turning every video into a one-off manual production.

Solution

We designed a marketing video creation pipeline based on code and artificial intelligence. The approach combines creative planning, asset generation and programmatic rendering to produce video variations in a controlled, repeatable way.

Workflow

1. Brief and script
   • Define the objective, audience, core message, tone, duration and calls to action.
2. Storyboard and structure
   • Convert the script into scenes, shots, on-screen copy, visual rhythm and references.
3. Asset generation
   • Create images, video clips, music, sound effects and narration with generative models.
4. Code-based composition
   • Assemble the piece with tools such as Remotion and HyperFrames to control timing, layouts, animations, subtitles and variants.
5. Rendering and automated capture
   • Export campaign-ready formats and automatically generate video clips from real interactions with web applications.
6. Distribution and learning
   • Prepare versions for social channels, landing pages, newsletters or ads, with room to iterate based on results.

Technology stack

• Video composition: Remotion and HyperFrames
• Automation: Node.js, render scripts and reproducible pipelines
• Generative image and video: visual generation models for scenes, backgrounds, products and transitions
• Audio: music, voiceover, dubbing and effects models
• Automated product capture: recording video clips of web application interactions for demos, tutorials and campaign assets

Result

The result is a reusable base for creating marketing videos with more speed, traceability and consistency.

Main impact

✅ Reusable formats: Templates and compositions ready to adapt messages, assets, durations and channels without rebuilding the video from scratch.

✅ From days of editing to minutes of validation: The team can generate a version, review it and adjust copy, pacing or format in much shorter cycles.

✅ Automatable and product-ready: The pipeline can connect to CMSs, CRMs, catalogs, dashboards or internal workflows to create personalized or recurring videos.

✅ Low cost with professional results: Combining AI, code and programmatic rendering makes it possible to produce high-quality pieces without always relying on traditional audiovisual production.

"The value is not only in generating one video, but in building a system that can continuously produce, adapt and improve audiovisual campaigns."