AUTOMATIONGEN
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Systems, not showreels.

Each project here is a workflow. The label says what it is: an internal system we run ourselves, or a concept that shows how we would approach a problem.

Internal system

Automated Documentary Short Pipeline

Our own production pipeline for narrated, collage-style explainer videos. A voiceover and its script go in. The system times every scene to the narration and renders the finished video.

  1. Voiceover + Script
  2. Whisper Transcription
  3. Scene Segmentation
  4. AI Image Generation
  5. Background Removal
  6. Remotion Composition
  7. Render
input
A voiceover recording and its script.
automation
Transcription with word timings, scene splitting, image generation and cut-outs, then composition in Remotion.
output
A rendered video with visuals timed to the narration.
scale
Each new episode runs the same pipeline. Only the audio and script change.
Concept

Automated Short-Form Video Pipeline

A pipeline that turns a list of topics into vertical short videos, ready for review and scheduling.

AI research output needs fact-checking. This concept includes a human review step after the script.

  1. Topic
  2. AI Research
  3. Script
  4. Voice
  5. Visual Assets
  6. Animation
  7. Render
  8. Publish
input
A topic, or a list of topics.
automation
Research summaries, script drafting, voice, visuals and timed animation.
output
Vertical short videos, held for approval before publishing.
scale
Each new topic runs through the same flow.
Concept

Data-Driven Product Video Variants

A system that produces a short video for every product in a catalog, in every format a campaign needs.

  1. Product feed
  2. Template selection
  3. Copy generation
  4. Asset assembly
  5. Render variants
  6. Export by channel
input
Catalog rows: name, image, price and key benefit.
automation
Template rules choose a layout, generate copy and assemble the scene.
output
One video per product, in several aspect ratios.
scale
Catalog changes trigger new renders for the affected products.

What Should We Automate?

Tell us what you’re trying to create, and we’ll help you turn it into a workflow.

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