Content Operations Automation
Rebuilding a Content Operation Around Automation
INDUSTRY
Coaching & Training
capability
Automation
The organisation runs a continuous programme of recorded coaching sessions. Each session was a potential knowledge asset, a newsletter, and a published video. In practice, each one was three separate pieces of manual work.
The Challenge
A year of recorded sessions, more than 160 in total, existed only as video files. Nothing in them was searchable. Newsletters drawn from that same material were edited by hand, every issue. Publishing each recording meant manually trimming it, adding branding, creating a thumbnail, and uploading it.
The volume kept growing. The manual effort grew with it.
What We Built
Three connected pipelines covering the full path from recording to published output.
Knowledge base construction. Automated processing converting more than 160 recorded sessions into a structured, searchable knowledge base.
Newsletter production. A pipeline that retrieves session transcripts, refines long-form content into publication-ready material, and prepares it for distribution.
Video publishing. End-to-end handling of trimming, branded intro and outro insertion, thumbnail generation, and automated upload.
The Outcome
A year of accumulated expertise became a retrievable asset rather than an archive. Newsletter production moved from hand-editing every issue to a reviewed pipeline. Published output became consistent without per-item manual work.
160+
sessions made searchable
70%
less manual editing time
End to end
trim, brand, publish
The Challenge
A year of recorded sessions, more than 160 in total, existed only as video files. Nothing in them was searchable. Newsletters drawn from that same material were edited by hand, every issue. Publishing each recording meant manually trimming it, adding branding, creating a thumbnail, and uploading it.
The volume kept growing. The manual effort grew with it.
What We Built
Three connected pipelines covering the full path from recording to published output.
Knowledge base construction. Automated processing converting more than 160 recorded sessions into a structured, searchable knowledge base.
Newsletter production. A pipeline that retrieves session transcripts, refines long-form content into publication-ready material, and prepares it for distribution.
Video publishing. End-to-end handling of trimming, branded intro and outro insertion, thumbnail generation, and automated upload.
The Outcome
A year of accumulated expertise became a retrievable asset rather than an archive. Newsletter production moved from hand-editing every issue to a reviewed pipeline. Published output became consistent without per-item manual work.