AI Creative Factory
"An AI production line for marketing assets: a hosted GPT-image dashboard generating creatives at ~200 images/sec, the 'Takumi' generator producing route/price/destination-specific images, AI video campaigns on Meta, and dynamic WhatsApp audio messages via ElevenLabs."
Executive Summary
Creative production is the slowest part of campaign ops, so I industrialized it. A hosted dashboard on GPT-image-1 generates marketing creatives at ~200 images/sec; the Takumi generator renders images personalized to route, price, and destination; AI video campaigns ran on Meta; and an n8n workflow generates and dispatches personalized WhatsApp audio messages using ElevenLabs voices.
Key Outcomes
- ~200 images/sec creative generation — campaign creatives on demand.
- Route/price/destination-personalized images via the Takumi generator.
- AI video campaigns shipped on Meta ads.
- Dynamic WhatsApp audio messages — a channel format almost nobody else runs.
Next Case Study
Google Ads at API Scale
Ran Google Ads like a codebase — an API-built campaign with 2,000 ad groups, an automated bid changer that scales bids on weekends and cools them on weekdays, an interactive bus-booking game ad driving ~25K installs at a ~₹50 CPI, and 10 structured bid experiments.