From Brief to Broadcast: The AI Production Workflow

What actually happens between 'generate episode' and 'published MP3' — a walkthrough of the modern AI podcast pipeline.

The landscape

When it comes to the end-to-end production flow, demystified, the details matter. Here's what the evidence and practitioner experience point to:

• Stage 1 — Brief: niche + freeform description; everything downstream depends on brief quality.
• Stage 2 — Options: the producer researches the brief and generates 3–5 differentiated episode pitches (angle, promise, structure) — pick the strongest, not the first.

What actually works

When it comes to the end-to-end production flow, demystified, the details matter. Here's what the evidence and practitioner experience point to:

• Stage 3 — Script: the chosen option becomes a structured multi-speaker script with fact-check flags and chapters.
• Stage 4 — Review: edit any line, regenerate individual segments, or paste your own script entirely — this is the human-judgment checkpoint.

Putting it into practice

When it comes to the end-to-end production flow, demystified, the details matter. Here's what the evidence and practitioner experience point to:

• Stage 5 — Render: per-segment TTS with assigned voices, stitched into a single audio file with pacing; transcript and SRT generated alongside.
• Stage 6 — Publish: episode joins the show RSS feed; directories pull it automatically. Total time for an operator: minutes, not days.

Key takeaways

• Stage 1 — Brief: niche + freeform description; everything downstream depends on brief quality.
• Stage 4 — Review: edit any line, regenerate individual segments, or paste your own script entirely — this is the human-judgment checkpoint.
• Stage 6 — Publish: episode joins the show RSS feed; directories pull it automatically. Total time for an operator: minutes, not days.

Ready to put this into practice? PodKrafter turns research into broadcast-ready podcast episodes — start free.