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Run the Numbers Podcast Transcripts

CJ Gustafson · 329 episodes with transcripts

Run the Numbers is a business podcast about financial metrics and business models for CFOs, aspiring CFOs, finance leaders, and ambitious people operating tech startups.

Spoken has transcripts of 329 Run the Numbers episodes, with the speakers named. The newest listed here is from October 20, 2026.

ManagementBusiness

Every Run the Numbers transcript in one script

329 episodes of Run the Numbers have transcripts. Fetch them all as speaker-labeled Markdown in one script — 1 credit each, and re-fetching one you already have is free:

archive.sh
curl -s -H "x-api-key: YOUR_KEY" \
  https://spoken.md/podcasts/1723787140/episodes \
  | jq -r '.episodes[] | "\(.id) \(.title)"' \
  | while IFS=' ' read -r id title; do
      slug=$(echo "$title" | tr '[:upper:]' '[:lower:]' | tr -cs 'a-z0-9' '-' | sed 's/-*$//')
      [ -f "${id}-${slug}.md" ] && continue
      curl -sf -H "x-api-key: YOUR_KEY" \
        -o "${id}-${slug}.md" \
        https://spoken.md/transcripts/$id || rm -f "${id}-${slug}.md"
      sleep 0.34
    done

Already-saved files are skipped — safe to re-run after a top-up.

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Latest Run the Numbers transcripts

Token Series Part 2 | How Much AI is Too Much?

October 20, 2026

CJ Gustafson (0:00)

We're talking about AI usage. It's supposed to make us all efficient. I have never been busier.

Ali Hussain (0:05)

CJ, I've never felt as busy myself. I actually think finance is the most AI forward after product and engineering.

CJ Gustafson (0:12)

It's a hot take, I like it.

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Any Run the Numbers episode comes back as Markdown with the speakers named, one credit each.

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curl -H "x-api-key: YOUR_KEY" \
  https://spoken.md/transcripts/1000797235619

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