
Dreamix
AI Agent Development
4-6 weeks
Initial problem
Content ops team spent 70% of time on mechanical tasks — asset tagging, metadata entry, channel scheduling — with minimal creative capacity remaining.
Our solution
Built AI agent development for the content pipeline: autonomous agents handling asset classification, metadata generation, and publishing scheduling.
Result
Team creative time increased from 30% to 78% of the working week.
"Autonomous AI agents now manage the content pipeline end-to-end, escalating only genuine editorial decisions. The team went from reactive to creative in weeks."






