AI Creative Operations Platform
Regional creative agency — 50+ employees, anonymous
The Problem
A high-volume creative agency was producing 40+ campaigns per month. Brand voice consistency was inconsistent across writers. Knowledge about past campaigns was siloed in individual brains. Content repurposing took 2–3 hours per piece.
Stack
- Next.js 14 (App Router)
- OpenAI GPT-4o-mini
- Custom RAG knowledge base (pgvector)
- n8n workflow orchestration
- Custom agent orchestration system
- Supabase + Vercel Blob
What Was Built
- Custom RAG knowledge base indexing brand voice, messaging pillars, and past campaign learnings
- 14-tool AI platform: campaign builder, newsletter generator, shot list builder, content repurposer, case study wizard, media intelligence analyzer, and more
- Agent orchestration system with 14 skill modules for multi-step campaign creation
- monday.com integration for creative request intake → automated brief generation
- Governance system with 1,075 enforced security and quality rules across 77 modules
- Playwright e2e tests + CI/CD pipeline with release gate validation
Outcomes