The systems across
an episode.
- Strategy & guest selection
We use the show’s episode history, audience response and prediction models to assess possible guests and subjects. Rishwajeet and Masoom choose the conversation: what this person can explain, why it matters to the audience and what the episode should deliver.
- Guest research
Our research system follows interviews, books, writing and other sources to find the stories, gaps and contradictions worth exploring. For one New York shoot, it researched 12 guests across 1,000+ sources in six hours, producing an 80-page brief per guest.
- Episode plans & questions
We turn that research into the episode’s premise, question arc and host questionnaire. The brief gives Masoom the context behind a question, places to follow up and a route through the conversation.
- Titles & thumbnails
After recording, we develop title and thumbnail options from what the conversation actually delivers. Packaging tools draw on earlier episodes and tests; the team reviews the options and chooses the release package.
- Trailers & editor briefs
We work through the recording to select the cold open and trailer, then give the editors a structured brief. The host-facing brief and Editor Pack carry the decisions into the edit.
- Shorts & captions
The Shorts workflow identifies candidate clips and develops a cut sheet for the editors, with openings, cut instructions and captions. Each Short needs to make sense to someone who has never watched the full episode.
- Performance & the next episode
We refresh the show’s data, code episodes across 12 editorial dimensions and compare forecasts with released work. Retention, packaging tests and audience response feed back into the models and research used for the next guest, questionnaire and release.