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AI Content Repurposing Pipeline for Podcasts & Webinars
From raw recording transcript to a scheduled social calendar, hands-off.
Challenge
The client, a content agency, was manually repurposing podcast and webinar recordings into social media posts — a process that took hours of writing and formatting per episode and pulled the content team away from higher-value strategy work.
Resolution
- Built an N8N automation triggered automatically by new Fireflies transcripts
- Used Claude to generate three LinkedIn posts and an Instagram carousel script from each transcript
- Connected the workflow to Buffer to schedule the generated content automatically, with no manual copy-pasting
- Ran the entire pipeline hands-off, from raw transcript through to a scheduled post
Impact
- Replaced what used to be a full content session per recording with content generation that happens in seconds
- Kept the social calendar consistently full without any manual scheduling work
- Freed the content team to focus on strategy instead of reformatting and posting
Stack
Tools used: N8N, Claude, Fireflies, Buffer
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