PORTFOLIO

Case Study — Founder / Sole Operator

Ronbun Radio

Not someone who can use AI tools —
someone who can design and run a content
production operation for the AI era.

Research-led psychology & behavioural science media / Japanese / YouTube @Knowave_Japan

Role

Founder / Sole Operator

Planning, research, scripting, narration, animation, music, editing, thumbnails and analytics — all handled solo. The channel runs on a bespoke production pipeline I designed myself, combining several AI tools.

PRODUCTIONPIPELINE

What this shows is not which tools were used. It is the design decision: which stages to automate, and where to keep human judgment.

  1. Research AI + Human Review
  2. Script AI + Human Review
  3. Voice Full AI
  4. Visuals / Music Full AI
  5. Editing Human-led
  6. Thumbnails Human-led
  7. Publish & Analytics Human-led

Editing and thumbnails are deliberately not automated.

These two stages determine how the channel looks, and any inconsistency in quality feeds straight into view retention and CTR.

Deciding where to automate and where to keep human judgment — drawing that line is, I believe, the essence of pipeline design.

The channel runs on a pipeline of my own design, combining several AI tools.

I am currently testing partial automation of the editing stage — measuring what can safely be delegated and where it breaks down, and redrawing the line as I go.

Full details of the setup available on request.

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