Case Study: How Enterprise Co. Scaled Content 10x

An enterprise marketing team producing roughly 40 pieces of content a month was asked to support a 10x increase in content volume without a proportional headcount increase. The constraint forced a rethink of how work moved through the team.

Rather than hiring, the team restructured around AI agents handling first-draft generation, formatting, and initial fact-checking, with human editors focused exclusively on strategic review and final approval. Draft-to-publish time dropped from an average of 9 days to under 2.

The result within one quarter: content output increased roughly 10x while the editorial team held headcount flat, and quality scores from internal review stayed within the same range as before the change.